From cb4286b83e60f8b2ce202fd33e375c3ee94b3990 Mon Sep 17 00:00:00 2001
From: nspyrison <nspyrison@users.noreply.github.com>
Date: Sat, 26 Feb 2022 03:12:02 +0000
Subject: [PATCH] Built site for cheem: 0.2.0@86f8f49

---
 articles/getting-started-with-cheem.html      |    2 +-
 .../figure-html/unnamed-chunk-3-1.png         |  Bin 112153 -> 112281 bytes
 news/index.html                               |    4 +-
 pkgdown.yml                                   |    2 +-
 reference/amesHousing2018.html                |    4 +-
 reference/attr_df_treeshap.html               |    4 +-
 reference/basis_attr_df.html                  |   20 +-
 reference/cheem_ls.html                       |    8 +-
 reference/chocolates.html                     |    4 +-
 reference/default_rf.html                     |    4 +-
 reference/gbm.unify.html                      |   34 +-
 reference/global_view-1.png                   |  Bin 170552 -> 171579 bytes
 reference/global_view.html                    |   20 +-
 reference/is_randomForest.html                |    8 +-
 reference/model_performance_df.html           |    4 +-
 reference/proto_basis1d_distribution.html     |    1 -
 reference/radial_cheem_tour.html              |    1 -
 reference/randomForest.unify.html             |   40 +-
 reference/ranger.unify.html                   |   38 +-
 reference/rnorm_from.html                     |   14 +-
 reference/set_reference_dataset.html          | 2232 ++++++++---------
 reference/treeshap.html                       |   38 +-
 reference/unify_tree_model.html               |  106 +-
 23 files changed, 1293 insertions(+), 1295 deletions(-)

diff --git a/articles/getting-started-with-cheem.html b/articles/getting-started-with-cheem.html
index fd58958..b389ea0 100644
--- a/articles/getting-started-with-cheem.html
+++ b/articles/getting-started-with-cheem.html
@@ -81,7 +81,7 @@
       <h1 data-toc-skip>Getting started with cheem</h1>
                         <h4 data-toc-skip class="author">Nicholas Spyrison</h4>
             
-            <h4 data-toc-skip class="date">2022-02-25</h4>
+            <h4 data-toc-skip class="date">2022-02-26</h4>
       
       <small class="dont-index">Source: <a href="https://github.com/nspyrison/cheem/blob/HEAD/vignettes/getting-started-with-cheem.Rmd" class="external-link"><code>vignettes/getting-started-with-cheem.Rmd</code></a></small>
       <div class="hidden name"><code>getting-started-with-cheem.Rmd</code></div>
diff --git a/articles/getting-started-with-cheem_files/figure-html/unnamed-chunk-3-1.png b/articles/getting-started-with-cheem_files/figure-html/unnamed-chunk-3-1.png
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diff --git a/news/index.html b/news/index.html
index b94fd59..80a5719 100644
--- a/news/index.html
+++ b/news/index.html
@@ -75,14 +75,14 @@ <h3 id="app-related-changes-0-2-0">App related changes<a class="anchor" aria-lab
 <h3 id="internal--utilities-0-2-0">Internal &amp; utilities<a class="anchor" aria-label="anchor" href="#internal--utilities-0-2-0"></a></h3>
 <ul><li>Major rebase of <code><a href="../reference/cheem_ls.html">cheem_ls()</a></code>.</li>
 <li>Added <code>linear/logistic_tform()</code> to suggest an alpha as a function of the number of observations.</li>
-<li>Reduced the size of the vignette with prerended <code>gif</code> images, removing the heavy <code>html</code> subdirectories.</li>
+<li>Reduced the size of the vignette with prerended <code>gif</code> images to removing the heavy <code>html</code> subdirectories.</li>
 </ul></div>
 <div class="section level3">
 <h3 id="sourcing-treeshap-0-2-0">Sourcing <strong>treeshap</strong>
 <a class="anchor" aria-label="anchor" href="#sourcing-treeshap-0-2-0"></a></h3>
 <ul><li>
 <strong>drat</strong> repository hosting <strong>treeshap</strong> did not work with debian and window rhub platforms.</li>
-<li>Minimally ported functions and cpp source files with <a href="https://github.com/author" class="external-link">@author</a> &amp; <a href="https://github.com/source" class="external-link">@source</a>. Change examples for consistency and smaller support.</li>
+<li>Minimally ported functions and cpp source files with <a href="https://github.com/author" class="external-link">@author</a> &amp; <a href="https://github.com/source" class="external-link">@source</a>. Changed examples for consistency and smaller code base support.</li>
 </ul></div>
 </div>
     <div class="section level2">
diff --git a/pkgdown.yml b/pkgdown.yml
index fb99bb0..4efbc89 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -3,5 +3,5 @@ pkgdown: 2.0.2
 pkgdown_sha: ~
 articles:
   getting-started-with-cheem: getting-started-with-cheem.html
-last_built: 2022-02-25T05:39Z
+last_built: 2022-02-26T03:11Z
 
diff --git a/reference/amesHousing2018.html b/reference/amesHousing2018.html
index 1565302..f16dc22 100644
--- a/reference/amesHousing2018.html
+++ b/reference/amesHousing2018.html
@@ -206,8 +206,8 @@ <h2>Examples</h2>
 <span class="r-in"></span>
 <span class="r-in"><span class="co">## Visualize:</span></span>
 <span class="r-in"><span class="fu"><a href="global_view.html">global_view</a></span><span class="op">(</span><span class="va">this_ls</span><span class="op">)</span></span>
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 <span class="r-in"><span class="co">## Save for used with shiny app (expects .rds):</span></span>
 <span class="r-in"><span class="kw">if</span><span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="co">## Don't accidentally save.</span></span>
 <span class="r-in">  <span class="fu"><a href="https://rdrr.io/r/base/readRDS.html" class="external-link">saveRDS</a></span><span class="op">(</span><span class="va">this_ls</span>, <span class="st">"./my_cheem_ls.rds"</span><span class="op">)</span></span>
diff --git a/reference/attr_df_treeshap.html b/reference/attr_df_treeshap.html
index 71d4ee8..bfb6ab9 100644
--- a/reference/attr_df_treeshap.html
+++ b/reference/attr_df_treeshap.html
@@ -124,8 +124,8 @@ <h2>Examples</h2>
 <span class="r-in">                    model <span class="op">=</span> <span class="va">rf_fit</span>,</span>
 <span class="r-in">                    attr_df <span class="op">=</span> <span class="va">shap_df</span><span class="op">)</span></span>
 <span class="r-in"><span class="fu"><a href="global_view.html">global_view</a></span><span class="op">(</span><span class="va">this_ls</span><span class="op">)</span></span>
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diff --git a/reference/basis_attr_df.html b/reference/basis_attr_df.html
index ac8f827..93bf5d8 100644
--- a/reference/basis_attr_df.html
+++ b/reference/basis_attr_df.html
@@ -114,16 +114,16 @@ <h2>Examples</h2>
 <span class="r-in"></span>
 <span class="r-in"><span class="co">## Attribution basis of one obs:</span></span>
 <span class="r-in"><span class="fu">basis_attr_df</span><span class="op">(</span><span class="va">shap_df</span>, rownum <span class="op">=</span> <span class="fl">1</span><span class="op">)</span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>                 treeshap</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> LotArea      0.772689139</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> OverallQual  0.259645913</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> YearBuild    0.119317783</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> LivingArea   0.528879247</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> Bathrms     -0.039675384</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> Bedrms       0.008913795</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> TotRms       0.066298795</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> GarageYrBlt  0.062365083</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> GarageArea   0.177895972</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>                treeshap</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> LotArea      0.71489421</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> OverallQual  0.30429346</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> YearBuild    0.07511373</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> LivingArea   0.56837272</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> Bathrms     -0.02358915</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> Bedrms       0.01897597</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> TotRms       0.05476335</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> GarageYrBlt  0.06835752</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> GarageArea   0.24300995</span>
 </code></pre></div>
     </div>
   </div>
diff --git a/reference/cheem_ls.html b/reference/cheem_ls.html
index 59ba16d..316e53a 100644
--- a/reference/cheem_ls.html
+++ b/reference/cheem_ls.html
@@ -151,8 +151,8 @@ <h2>Examples</h2>
 <span class="r-in">                     model <span class="op">=</span> <span class="va">rf_fit</span>,</span>
 <span class="r-in">                     attr_df <span class="op">=</span> <span class="va">shap_df</span><span class="op">)</span></span>
 <span class="r-in"><span class="fu"><a href="global_view.html">global_view</a></span><span class="op">(</span><span class="va">this_ls</span><span class="op">)</span> <span class="co">## Preview spaces</span></span>
-<div id="htmlwidget-c20cbd63dfcfea3c700b" style="width:138240px;height:46080px;" class="plotly html-widget"></div>
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 <span class="r-in"><span class="co">## Save for used with shiny app (expects .rds):</span></span>
 <span class="r-in"><span class="kw">if</span><span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span><span class="op">{</span> <span class="co">## Don't accidentally save.</span></span>
 <span class="r-in">  <span class="fu"><a href="https://rdrr.io/r/base/readRDS.html" class="external-link">saveRDS</a></span><span class="op">(</span><span class="va">this_ls</span>, <span class="st">"./my_cheem_ls.rds"</span><span class="op">)</span></span>
@@ -176,8 +176,8 @@ <h2>Examples</h2>
 <span class="r-in">                     model <span class="op">=</span> <span class="va">rf_fit</span>,</span>
 <span class="r-in">                     attr_df <span class="op">=</span> <span class="va">shap_df</span><span class="op">)</span></span>
 <span class="r-in"><span class="fu"><a href="global_view.html">global_view</a></span><span class="op">(</span><span class="va">this_ls</span><span class="op">)</span> <span class="co">## Preview spaces</span></span>
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 <span class="r-in"><span class="co">## Save for used with shiny app (expects .rds):</span></span>
 <span class="r-in"><span class="kw">if</span><span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span><span class="op">{</span> <span class="co">## Don't accidentally save.</span></span>
 <span class="r-in">  <span class="fu"><a href="https://rdrr.io/r/base/readRDS.html" class="external-link">saveRDS</a></span><span class="op">(</span><span class="va">this_ls</span>, <span class="st">"./my_cheem_ls.rds"</span><span class="op">)</span></span>
diff --git a/reference/chocolates.html b/reference/chocolates.html
index fd6937e..c5d6e78 100644
--- a/reference/chocolates.html
+++ b/reference/chocolates.html
@@ -128,8 +128,8 @@ <h2>Examples</h2>
 <span class="r-in"></span>
 <span class="r-in"><span class="co">## Visualize:</span></span>
 <span class="r-in"><span class="fu"><a href="global_view.html">global_view</a></span><span class="op">(</span><span class="va">this_ls</span><span class="op">)</span></span>
-<div id="htmlwidget-766485825d44c6a59fde" style="width:138240px;height:46080px;" class="plotly html-widget"></div>
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 <span class="r-in"><span class="co">## Save for used with shiny app (expects .rds):</span></span>
 <span class="r-in"><span class="kw">if</span><span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="co">## Don't accidentally save.</span></span>
 <span class="r-in">  <span class="fu"><a href="https://rdrr.io/r/base/readRDS.html" class="external-link">saveRDS</a></span><span class="op">(</span><span class="va">this_ls</span>, <span class="st">"./my_cheem_ls.rds"</span><span class="op">)</span></span>
diff --git a/reference/default_rf.html b/reference/default_rf.html
index 903aef1..765b1e0 100644
--- a/reference/default_rf.html
+++ b/reference/default_rf.html
@@ -122,8 +122,8 @@ <h2>Examples</h2>
 <span class="r-in">                    model <span class="op">=</span> <span class="va">rf_fit</span>,</span>
 <span class="r-in">                    attr_df <span class="op">=</span> <span class="va">shap_df</span><span class="op">)</span></span>
 <span class="r-in"><span class="fu"><a href="global_view.html">global_view</a></span><span class="op">(</span><span class="va">this_ls</span><span class="op">)</span></span>
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diff --git a/reference/gbm.unify.html b/reference/gbm.unify.html
index e8eb0c0..a621033 100644
--- a/reference/gbm.unify.html
+++ b/reference/gbm.unify.html
@@ -124,28 +124,28 @@ <h2>Examples</h2>
 <span class="r-in"><span class="fu"><a href="https://rdrr.io/r/utils/str.html" class="external-link">str</a></span><span class="op">(</span><span class="va">shaps</span><span class="op">)</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> List of 4</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>  $ shaps        :'data.frame':	2 obs. of  9 variables:</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ LotArea    : num [1:2] 0.1137 -0.0183</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ OverallQual: num [1:2] 0.0474 -0.0286</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ YearBuild  : num [1:2] 0.01142 0.00616</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ LivingArea : num [1:2] 0.109 -0.111</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Bathrms    : num [1:2] -0.00619 -0.00308</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Bedrms     : num [1:2] 0.00428 -0.00705</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ TotRms     : num [1:2] -0.000992 -0.000509</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ GarageYrBlt: num [1:2] 0.00561 -0.00269</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ GarageArea : num [1:2] 0.0294 0.0104</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ LotArea    : num [1:2] 0.12336 0.00394</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ OverallQual: num [1:2] 0.0507 -0.0268</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ YearBuild  : num [1:2] 0.02174 0.00494</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ LivingArea : num [1:2] 0.0934 -0.1178</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Bathrms    : num [1:2] 0.000295 0.000295</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Bedrms     : num [1:2] 0.00966 -0.01264</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ TotRms     : num [1:2] 0.00087 0.00136</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ GarageYrBlt: num [1:2] 0.00423 -0.00341</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ GarageArea : num [1:2] 0.01899 -0.00391</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>  $ interactions : NULL</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>  $ unified_model:List of 2</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ model:'data.frame':	650 obs. of  10 variables:</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Tree         : int [1:650] 0 0 0 0 0 0 0 0 0 0 ...</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Node         : int [1:650] 0 1 2 3 4 5 6 7 8 9 ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Feature      : chr [1:650] "LivingArea" "OverallQual" NA "LivingArea" ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Decision.type: Factor w/ 2 levels "&lt;=","&lt;": 1 1 NA 1 NA NA NA NA 1 NA ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Split        : num [1:650] 1412.5 4.5 NA 926.5 NA ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Yes          : int [1:650] 2 3 NA 5 NA NA NA NA 10 NA ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ No           : int [1:650] 9 4 NA 6 NA NA NA NA 11 NA ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Missing      : int [1:650] 13 8 NA 7 NA NA NA NA 12 NA ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Prediction   : num [1:650] NA NA 0.206 NA 0.22 ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Cover        : int [1:650] 338 239 22 217 37 180 0 0 99 72 ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Feature      : chr [1:650] "LivingArea" "OverallQual" NA NA ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Decision.type: Factor w/ 2 levels "&lt;=","&lt;": 1 1 NA NA NA 1 1 NA NA NA ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Split        : num [1:650] 1253 4.5 NA NA NA ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Yes          : int [1:650] 2 3 NA NA NA 7 8 NA NA NA ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ No           : int [1:650] 6 4 NA NA NA 11 9 NA NA NA ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Missing      : int [1:650] 13 5 NA NA NA 12 10 NA NA NA ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Prediction   : num [1:650] NA NA 0.213 0.232 0.229 ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Cover        : int [1:650] 338 192 21 171 0 146 126 65 61 0 ...</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ data :'data.frame':	338 obs. of  9 variables:</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ LotArea    : num [1:338] 31770 11622 14267 11160 8450 ...</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ OverallQual: num [1:338] 6 5 6 7 5 4 5 5 5 5 ...</span>
diff --git a/reference/global_view-1.png b/reference/global_view-1.png
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diff --git a/reference/global_view.html b/reference/global_view.html
index ac81b59..922cd9e 100644
--- a/reference/global_view.html
+++ b/reference/global_view.html
@@ -144,20 +144,20 @@ <h2>Examples</h2>
 <span class="r-in"></span>
 <span class="r-in"><span class="co">## Visualize</span></span>
 <span class="r-in"><span class="fu">global_view</span><span class="op">(</span><span class="va">this_ls</span><span class="op">)</span>                   <span class="co">## uses ggplot facets %&gt;% plotly</span></span>
-<div id="htmlwidget-5282a14584770aabe3f7" style="width:138240px;height:46080px;" class="plotly html-widget"></div>
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class="r-in"></span>
 <span class="r-in"><span class="co">## Different color mappings, especially for regression</span></span>
 <span class="r-in"><span class="fu">global_view_subplots</span><span class="op">(</span><span class="va">this_ls</span>, color <span class="op">=</span> <span class="st">"residual"</span><span class="op">)</span></span>
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diff --git a/reference/is_randomForest.html b/reference/is_randomForest.html
index d89fa23..d8eb987 100644
--- a/reference/is_randomForest.html
+++ b/reference/is_randomForest.html
@@ -152,15 +152,15 @@ <h2>Examples</h2>
 <span class="r-in"></span>
 <span class="r-in"><span class="co">## treeSHAP, cheem list, visualize:</span></span>
 <span class="r-in"><span class="va">shap_df</span> <span class="op">&lt;-</span> <span class="fu"><a href="attr_df_treeshap.html">attr_df_treeshap</a></span><span class="op">(</span><span class="va">fit</span>, <span class="va">X</span>, verbose <span class="op">=</span> <span class="cn">TRUE</span>, noisy <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> Started attr_df_treeshap at: 2022-02-25 05:39:51</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> Started attr_df_treeshap at: 2022-02-26 03:11:33</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 
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attr_df_treeshap: 0.404 sec elapsed</span>
 <span class="r-in"><span class="va">this_ls</span> <span class="op">&lt;-</span> <span class="fu"><a href="cheem_ls.html">cheem_ls</a></span><span class="op">(</span><span class="va">X</span>, <span class="va">Y</span>, class <span class="op">=</span> <span class="va">clas</span>,</span>
 <span class="r-in">                    model <span class="op">=</span> <span class="va">fit</span>,</span>
 <span class="r-in">                    attr_df <span class="op">=</span> <span class="va">shap_df</span><span class="op">)</span></span>
 <span class="r-in"><span class="fu"><a href="global_view.html">global_view</a></span><span class="op">(</span><span class="va">this_ls</span><span class="op">)</span></span>
-<div id="htmlwidget-bb9a4a5bae260a403006" style="width:138240px;height:46080px;" class="plotly html-widget"></div>
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diff --git a/reference/model_performance_df.html b/reference/model_performance_df.html
index 70ee405..e44fd98 100644
--- a/reference/model_performance_df.html
+++ b/reference/model_performance_df.html
@@ -94,8 +94,8 @@ <h2>Examples</h2>
 <span class="r-in"><span class="co">## Model and performance:</span></span>
 <span class="r-in"><span class="va">rf_fit</span> <span class="op">&lt;-</span> <span class="fu"><a href="default_rf.html">default_rf</a></span><span class="op">(</span><span class="va">X</span>, <span class="va">Y</span><span class="op">)</span></span>
 <span class="r-in"><span class="fu">cheem</span><span class="fu">:::</span><span class="fu">model_performance_df</span><span class="op">(</span><span class="va">rf_fit</span><span class="op">)</span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>     model type      sse        mse      rmse       rse        r2    adj r2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 1 randomForest 5.039058 0.01490846 0.1221002 0.3955465 0.6044535 0.6056238</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>     model type      sse        mse      rmse       rse        r2   adj r2</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 1 randomForest 5.012313 0.01482933 0.1217757 0.3934471 0.6065529 0.607717</span>
 </code></pre></div>
     </div>
   </div>
diff --git a/reference/proto_basis1d_distribution.html b/reference/proto_basis1d_distribution.html
index fa6521f..38c119c 100644
--- a/reference/proto_basis1d_distribution.html
+++ b/reference/proto_basis1d_distribution.html
@@ -151,7 +151,6 @@ <h2>Examples</h2>
 <span class="r-in">    position <span class="op">=</span> <span class="st">"top1d"</span>, group_by <span class="op">=</span> <span class="va">clas</span><span class="op">)</span> <span class="op">+</span></span>
 <span class="r-in">  <span class="fu"><a href="https://rdrr.io/pkg/spinifex/man/proto_basis.html" class="external-link">proto_basis1d</a></span><span class="op">(</span>position <span class="op">=</span> <span class="st">"bottom1d"</span><span class="op">)</span> <span class="op">+</span></span>
 <span class="r-in">  <span class="fu"><a href="https://rdrr.io/pkg/spinifex/man/proto_origin.html" class="external-link">proto_origin</a></span><span class="op">(</span><span class="op">)</span></span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>‘*’ not meaningful for factors</span>
 <span class="r-in"><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span>
 <span class="r-in"><span class="fu"><a href="https://rdrr.io/pkg/spinifex/man/animate_plotly.html" class="external-link">animate_plotly</a></span><span class="op">(</span><span class="va">ggt</span><span class="op">)</span></span>
 <span class="r-in"><span class="op">}</span></span>
diff --git a/reference/radial_cheem_tour.html b/reference/radial_cheem_tour.html
index a096329..eb4e81a 100644
--- a/reference/radial_cheem_tour.html
+++ b/reference/radial_cheem_tour.html
@@ -174,7 +174,6 @@ <h2>Examples</h2>
 <span class="r-in"></span>
 <span class="r-in"><span class="co">## Radial tour with ggplot facets &amp; animate</span></span>
 <span class="r-in"><span class="va">ggt</span> <span class="op">&lt;-</span> <span class="fu">radial_cheem_tour</span><span class="op">(</span><span class="va">this_ls</span>, basis <span class="op">=</span> <span class="va">bas</span>, manip_var <span class="op">=</span> <span class="fl">1</span><span class="op">)</span></span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>‘*’ not meaningful for factors</span>
 <span class="r-in"><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span>
 <span class="r-in"><span class="fu"><a href="https://rdrr.io/pkg/spinifex/man/animate_plotly.html" class="external-link">animate_plotly</a></span><span class="op">(</span><span class="va">ggt</span><span class="op">)</span></span>
 <span class="r-in"><span class="kw">if</span><span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="co">## or animate with gganimate</span></span>
diff --git a/reference/randomForest.unify.html b/reference/randomForest.unify.html
index 76f0205..21fcabb 100644
--- a/reference/randomForest.unify.html
+++ b/reference/randomForest.unify.html
@@ -118,28 +118,28 @@ <h2>Examples</h2>
 <span class="r-in"><span class="fu"><a href="https://rdrr.io/r/utils/str.html" class="external-link">str</a></span><span class="op">(</span><span class="va">shaps</span><span class="op">)</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> List of 4</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>  $ shaps        :'data.frame':	2 obs. of  9 variables:</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ LotArea    : num [1:2] 0.13948 -0.00188</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ OverallQual: num [1:2] 0.0469 -0.0298</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ YearBuild  : num [1:2] 0.017145 0.000967</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ LivingArea : num [1:2] 0.0914 -0.1274</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Bathrms    : num [1:2] -0.00665 -0.01135</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Bedrms     : num [1:2] 0.00266 -0.01113</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ TotRms     : num [1:2] 0.0126 -0.0265</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ GarageYrBlt: num [1:2] 0.00769 -0.00806</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ GarageArea : num [1:2] 0.03224 -0.00532</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ LotArea    : num [1:2] 0.1376 0.0014</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ OverallQual: num [1:2] 0.0477 -0.0333</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ YearBuild  : num [1:2] 0.019841 -0.000935</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ LivingArea : num [1:2] 0.0998 -0.1238</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Bathrms    : num [1:2] -0.00507 -0.01224</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Bedrms     : num [1:2] 0.00344 -0.0175</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ TotRms     : num [1:2] 0.00879 -0.02214</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ GarageYrBlt: num [1:2] 0.00659 -0.00677</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ GarageArea : num [1:2] 0.03339 -0.00728</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>  $ interactions : NULL</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>  $ unified_model:List of 2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ model:'data.frame':	28207 obs. of  10 variables:</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Tree         : int [1:28207] 0 0 0 0 0 0 0 0 0 0 ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Node         : int [1:28207] 0 1 2 3 4 5 6 7 8 9 ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Feature      : chr [1:28207] "OverallQual" "LivingArea" "LivingArea" "OverallQual" ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Decision.type: Factor w/ 2 levels "&lt;=","&lt;": 1 1 1 1 1 1 1 1 1 1 ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Split        : num [1:28207] 6.5 1047.5 2027.5 5.5 1957.5 ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Yes          : int [1:28207] 2 4 6 8 10 12 14 16 18 20 ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ No           : int [1:28207] 3 5 7 9 11 13 15 17 19 21 ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Missing      : int [1:28207] NA NA NA NA NA NA NA NA NA NA ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Prediction   : num [1:28207] NA NA NA NA NA NA NA NA NA NA ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Cover        : int [1:28207] 338 321 17 97 224 10 7 79 18 91 ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ model:'data.frame':	28239 obs. of  10 variables:</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Tree         : int [1:28239] 0 0 0 0 0 0 0 0 0 0 ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Node         : int [1:28239] 0 1 2 3 4 5 6 7 8 9 ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Feature      : chr [1:28239] "LotArea" "OverallQual" "LivingArea" "OverallQual" ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Decision.type: Factor w/ 2 levels "&lt;=","&lt;": 1 1 1 1 1 1 NA 1 1 1 ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Split        : num [1:28239] 13500 5.5 2027.5 4.5 1960.5 ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Yes          : int [1:28239] 2 4 6 8 10 12 NA 14 16 18 ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ No           : int [1:28239] 3 5 7 9 11 13 NA 15 17 19 ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Missing      : int [1:28239] NA NA NA NA NA NA NA NA NA NA ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Prediction   : num [1:28239] NA NA NA NA NA ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Cover        : int [1:28239] 338 317 21 210 107 16 5 26 184 54 ...</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ data :'data.frame':	338 obs. of  9 variables:</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ LotArea    : num [1:338] 31770 11622 14267 11160 8450 ...</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ OverallQual: num [1:338] 6 5 6 7 5 4 5 5 5 5 ...</span>
diff --git a/reference/ranger.unify.html b/reference/ranger.unify.html
index 1252196..2e1deb8 100644
--- a/reference/ranger.unify.html
+++ b/reference/ranger.unify.html
@@ -118,28 +118,28 @@ <h2>Examples</h2>
 <span class="r-in"><span class="fu"><a href="https://rdrr.io/r/utils/str.html" class="external-link">str</a></span><span class="op">(</span><span class="va">shaps</span><span class="op">)</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> List of 4</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>  $ shaps        :'data.frame':	2 obs. of  9 variables:</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ LotArea    : num [1:2] 0.11985 0.00323</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ OverallQual: num [1:2] 0.0539 -0.0293</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ YearBuild  : num [1:2] 0.0103 0.0034</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ LivingArea : num [1:2] 0.101 -0.125</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Bathrms    : num [1:2] -0.00321 -0.00764</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Bedrms     : num [1:2] 0.00295 -0.00481</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ TotRms     : num [1:2] 0.0152 -0.021</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ GarageYrBlt: num [1:2] 0.0187 -0.0125</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ GarageArea : num [1:2] 0.03634 0.00829</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ LotArea    : num [1:2] 0.15747 0.00159</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ OverallQual: num [1:2] 0.0431 -0.0333</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ YearBuild  : num [1:2] 0.01426 0.00287</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ LivingArea : num [1:2] 0.0864 -0.1293</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Bathrms    : num [1:2] -0.00553 -0.00415</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Bedrms     : num [1:2] 0.000207 -0.015459</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ TotRms     : num [1:2] 0.0125 -0.0201</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ GarageYrBlt: num [1:2] 0.00907 -0.00551</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ GarageArea : num [1:2] 0.02622 -0.00248</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>  $ interactions : NULL</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>  $ unified_model:List of 2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ model:'data.frame':	5615 obs. of  10 variables:</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Tree         : int [1:5615] 0 0 0 0 0 0 0 0 0 0 ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Node         : int [1:5615] 0 1 2 3 4 5 6 7 8 9 ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Feature      : chr [1:5615] "TotRms" "OverallQual" "OverallQual" "LivingArea" ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ model:'data.frame':	5641 obs. of  10 variables:</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Tree         : int [1:5641] 0 0 0 0 0 0 0 0 0 0 ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Node         : int [1:5641] 0 1 2 3 4 5 6 7 8 9 ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Feature      : chr [1:5641] "LivingArea" "LotArea" "Bathrms" "LivingArea" ...</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Decision.type: Factor w/ 2 levels "&lt;=","&lt;": 1 1 1 1 1 1 1 1 1 1 ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Split        : num [1:5615] 7.5 5.5 6.5 1042 1335 ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Yes          : int [1:5615] 2 4 6 8 10 12 14 16 18 20 ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ No           : int [1:5615] 3 5 7 9 11 13 15 17 19 21 ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Missing      : logi [1:5615] NA NA NA NA NA NA ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Prediction   : num [1:5615] NA NA NA NA NA NA NA NA NA NA ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Cover        : int [1:5615] 338 303 35 199 104 27 8 77 122 55 ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Split        : num [1:5641] 1233 7926.5 2.5 1104 4.5 ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Yes          : int [1:5641] 2 4 6 8 10 12 14 16 18 20 ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ No           : int [1:5641] 3 5 7 9 11 13 15 17 19 21 ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Missing      : logi [1:5641] NA NA NA NA NA NA ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Prediction   : num [1:5641] NA NA NA NA NA NA NA NA NA NA ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Cover        : int [1:5641] 338 182 156 48 134 140 16 40 8 15 ...</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ data :'data.frame':	338 obs. of  9 variables:</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ LotArea    : num [1:338] 31770 11622 14267 11160 8450 ...</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ OverallQual: num [1:338] 6 5 6 7 5 4 5 5 5 5 ...</span>
diff --git a/reference/rnorm_from.html b/reference/rnorm_from.html
index 2ad94fe..a04092d 100644
--- a/reference/rnorm_from.html
+++ b/reference/rnorm_from.html
@@ -118,13 +118,13 @@ <h2>Examples</h2>
 <span class="r-in"><span class="co">## Draw 3 new observations in the shape of 6 cylinder vehicles, with reduced variance.</span></span>
 <span class="r-in"><span class="fu">rnorm_from</span><span class="op">(</span>data <span class="op">=</span> <span class="va">sub</span>, n_obs <span class="op">=</span> <span class="fl">3</span>, var_coeff <span class="op">=</span> <span class="fl">.5</span><span class="op">)</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>        mpg      cyl     disp       hp     drat       wt     qsec       vs</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 1 19.36658 5.999999 176.1059 105.0767 3.857663 3.387182 19.01484 1.229717</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 2 18.20174 5.999998 156.0721 117.7030 3.880541 3.570338 18.51808 1.395844</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 3 19.24050 6.000000 164.8807 111.5797 4.159577 3.305297 18.30316 1.035556</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>            am     gear     carb</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 1 -0.22971863 3.743138 3.343731</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 2 -0.39584476 4.282298 4.529991</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 3 -0.03555571 4.068318 4.284182</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 1 19.49743 6.000000 169.1852 109.6546 3.431226 3.332831 18.71017 1.257129</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 2 19.06682 6.000000 166.1039 111.2435 3.869315 3.394596 18.59990 1.214374</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 3 19.80068 5.999999 166.3579 111.2189 3.425849 3.220085 18.36681 1.120690</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>           am     gear     carb</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 1 -0.2571293 3.938385 3.548547</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 2 -0.2143751 4.021613 3.980673</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 3 -0.1206897 4.029722 3.784153</span>
 </code></pre></div>
     </div>
   </div>
diff --git a/reference/set_reference_dataset.html b/reference/set_reference_dataset.html
index 916d7e7..9b9de84 100644
--- a/reference/set_reference_dataset.html
+++ b/reference/set_reference_dataset.html
@@ -115,714 +115,714 @@ <h2>Examples</h2>
 <span class="r-in"><span class="va">unified</span> <span class="op">&lt;-</span> <span class="fu"><a href="gbm.unify.html">gbm.unify</a></span><span class="op">(</span><span class="va">gbm_model</span>, <span class="va">X</span><span class="op">)</span></span>
 <span class="r-in"><span class="fu">set_reference_dataset</span><span class="op">(</span><span class="va">unified</span>, <span class="va">X</span><span class="op">[</span><span class="fl">50</span><span class="op">:</span><span class="fl">100</span>, <span class="op">]</span><span class="op">)</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     Tree Node     Feature Decision.type   Split Yes  No Missing Prediction</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 1      0    0  LivingArea            &lt;=  1848.5   2  12      13         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 2      0    1  LivingArea            &lt;=  1228.0   3   7      11         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 3      0    2  LivingArea            &lt;=   949.5   4   5       6         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 4      0    3        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2194934</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 5      0    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2323807</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 6      0    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2292305</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 7      0    6  GarageArea            &lt;=   304.5   8   9      10         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 8      0    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2324104</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 9      0    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2459420</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 10     0    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2431964</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11     0   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2352912</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 12     0   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2750378</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 13     0   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2376431</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 14     1    0  LivingArea            &lt;=  1239.0  15  19      26         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 15     1    1 OverallQual            &lt;=     5.5  16  17      18         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 16     1    2        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2244926</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 17     1    3        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2358879</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 18     1    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2269698</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 19     1    5     LotArea            &lt;= 12599.0  20  24      25         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 20     1    6 GarageYrBlt            &lt;=  1960.5  21  22      23         NA</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 22     1    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2514061</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 23     1    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2451796</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 24     1   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2703312</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 25     1   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2484461</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 26     1   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2367548</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 27     2    0 OverallQual            &lt;=     5.5  28  35      39         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 28     2    1  LivingArea            &lt;=  1044.5  29  33      34         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 29     2    2 OverallQual            &lt;=     4.5  30  31      32         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 30     2    3        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2051021</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 31     2    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2257203</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 32     2    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2212381</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 33     2    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2349764</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 34     2    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2295284</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 35     2    8   YearBuild            &lt;=  1965.5  36  37      38         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 36     2    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2439150</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 37     2   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2692439</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 38     2   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2491719</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 39     2   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2356888</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 40     3    0  LivingArea            &lt;=  1235.0  41  45      52         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 41     3    1     LotArea            &lt;=  7926.5  42  43      44         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 42     3    2        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2206347</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 43     3    3        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2330090</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 44     3    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2291160</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 45     3    5 OverallQual            &lt;=     5.5  46  47      51         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 46     3    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2382349</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 47     3    7  GarageArea            &lt;=   485.0  48  49      50         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 48     3    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2446893</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 49     3    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2594017</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 50     3   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2507080</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 51     3   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2450951</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 52     3   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2366801</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 53     4    0  LivingArea            &lt;=  1877.0  54  64      65         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 54     4    1  LivingArea            &lt;=  1051.5  55  56      63         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 55     4    2        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2278249</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 1      0    0  LivingArea            &lt;=  1147.5   2   6      13         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 2      0    1     LotArea            &lt;=  7418.0   3   4       5         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 3      0    2        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2131573</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 4      0    3        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2303542</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 5      0    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2271298</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 6      0    5     LotArea            &lt;= 13580.0   7  11      12         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 7      0    6 OverallQual            &lt;=     5.5   8   9      10         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 8      0    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2373463</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 9      0    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2487393</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 10     0    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2431149</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11     0   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2760042</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 12     0   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2468103</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 13     0   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2374941</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 14     1    0  LivingArea            &lt;=  1981.5  15  25      26         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 15     1    1  LivingArea            &lt;=   938.5  16  17      24         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 16     1    2        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2202258</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 17     1    3   YearBuild            &lt;=  1958.5  18  19      23         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 18     1    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2342154</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 19     1    5  LivingArea            &lt;=  1157.5  20  21      22         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 20     1    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2369533</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 21     1    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2489067</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 22     1    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2442681</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 23     1    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2393568</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 24     1   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2361886</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 25     1   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2782853</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 26     1   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2391777</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 27     2    0  LivingArea            &lt;=  1256.5  28  35      39         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 28     2    1  LivingArea            &lt;=   926.5  29  30      34         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 29     2    2        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2199154</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 30     2    3 GarageYrBlt            &lt;=  1955.5  31  32      33         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 31     2    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2238103</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 32     2    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2362293</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 33     2    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2330449</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 34     2    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2302599</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 35     2    8  LivingArea            &lt;=  1848.5  36  37      38         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 36     2    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2446260</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 37     2   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2642006</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 38     2   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2488206</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 39     2   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2379477</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 40     3    0  LivingArea            &lt;=  1047.5  41  45      52         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 41     3    1 OverallQual            &lt;=     4.5  42  43      44         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 42     3    2        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2114593</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 43     3    3        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2267574</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 44     3    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2231579</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 45     3    5  LivingArea            &lt;=  1771.5  46  50      51         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 46     3    6  GarageArea            &lt;=   358.0  47  48      49         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 47     3    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2342992</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 48     3    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2441889</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 49     3    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2400837</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 50     3   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2655915</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 51     3   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2426777</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 52     3   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2367871</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 53     4    0  LivingArea            &lt;=  1954.0  54  64      65         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 54     4    1  LivingArea            &lt;=  1046.5  55  56      63         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 55     4    2        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2253483</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 56     4    3   YearBuild            &lt;=  1956.5  57  58      62         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 57     4    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2314474</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 57     4    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2318017</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 58     4    5 OverallQual            &lt;=     5.5  59  60      61         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 59     4    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2384590</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 60     4    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2478186</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 61     4    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2424703</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 62     4    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2389586</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 63     4   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2358383</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 64     4   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2701312</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 65     4   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2382733</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 66     5    0  LivingArea            &lt;=  1877.0  67  77      78         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 67     5    1  LivingArea            &lt;=  1049.0  68  69      76         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 68     5    2        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2272348</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 69     5    3   YearBuild            &lt;=  1956.5  70  71      75         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 70     5    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2332809</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 71     5    5     LotArea            &lt;=  9010.0  72  73      74         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 72     5    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2368151</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 73     5    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2448914</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 74     5    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2419637</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 75     5    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2395388</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 76     5   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2359896</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 77     5   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2644499</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 78     5   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2381788</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 79     6    0 OverallQual            &lt;=     5.5  80  84      91         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 80     6    1 OverallQual            &lt;=     4.5  81  82      83         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 81     6    2        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2193860</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 82     6    3        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2340575</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 83     6    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2324570</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 84     6    5  LivingArea            &lt;=  1848.5  85  89      90         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 85     6    6   YearBuild            &lt;=  1951.5  86  87      88         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 86     6    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2276715</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 87     6    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2457106</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 88     6    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2420291</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 89     6   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2644696</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 90     6   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2458326</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 91     6   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2371266</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 92     7    0  LivingArea            &lt;=  1145.5  93  94     104         NA</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 94     7    2 OverallQual            &lt;=     5.5  95  96     103         NA</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 96     7    4  LivingArea            &lt;=  1476.0  97  98     102         NA</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 98     7    6     LotArea            &lt;= 10871.0  99 100     101         NA</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 100    7    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2592927</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 101    7    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2520480</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 102    7   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2471809</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 103    7   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2434804</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 104    7   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2369552</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 105    8    0     Bathrms            &lt;=     1.5 106 113     117         NA</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 110    8    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2256989</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 111    8    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2343491</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 112    8    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2333551</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 113    8    8   YearBuild            &lt;=  1958.5 114 115     116         NA</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 115    8   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2457886</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 116    8   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2416710</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 117    8   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2365536</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 118    9    0  LivingArea            &lt;=  1063.0 119 120     130         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 119    9    1        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2314086</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 120    9    2     LotArea            &lt;=  8137.5 121 122     129         NA</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 122    9    4  GarageArea            &lt;=   392.0 123 127     128         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 123    9    5     Bathrms            &lt;=     1.5 124 125     126         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 124    9    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2423889</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 125    9    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2323570</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 126    9    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2390450</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 127    9    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2463769</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 128    9   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2439054</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 129    9   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2416359</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 130    9   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2381864</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 131   10    0  LivingArea            &lt;=  1343.5 132 139     143         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 132   10    1     LotArea            &lt;=  7257.5 133 134     138         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 133   10    2        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2243415</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 134   10    3 GarageYrBlt            &lt;=  1962.5 135 136     137         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 135   10    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2319873</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 136   10    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2381554</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 137   10    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2342852</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 138   10    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2332385</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 139   10    8     LotArea            &lt;= 11116.0 140 141     142         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 140   10    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2429446</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 141   10   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2554999</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 142   10   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2463688</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 143   10   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2375117</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 144   11    0 OverallQual            &lt;=     6.5 145 155     156         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 145   11    1 OverallQual            &lt;=     4.5 146 147     154         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 146   11    2        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2215665</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 147   11    3   YearBuild            &lt;=  1953.5 148 149     153         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 148   11    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2306173</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 149   11    5  LivingArea            &lt;=  1403.0 150 151     152         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 150   11    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2368309</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 151   11    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2441527</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 152   11    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2386958</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 153   11    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2364825</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 154   11   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2352630</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 155   11   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2578286</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 156   11   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2365982</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 157   12    0     LotArea            &lt;= 13580.0 158 168     169         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 158   12    1 OverallQual            &lt;=     5.5 159 166     167         NA</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 160   12    3        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2252563</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 161   12    4  LivingArea            &lt;=   926.5 162 163     164         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 162   12    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2294572</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 163   12    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2360678</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 164   12    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2343800</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 165   12    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2333471</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 166   12    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2399528</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 167   12   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2355211</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 168   12   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2549561</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 169   12   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2367861</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 170   13    0 OverallQual            &lt;=     6.5 171 181     182         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 171   13    1   YearBuild            &lt;=  1951.5 172 173     180         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 172   13    2        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2277573</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 173   13    3      Bedrms            &lt;=     3.5 174 178     179         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 174   13    4  LivingArea            &lt;=  1389.5 175 176     177         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 175   13    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2374387</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 176   13    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2480299</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 177   13    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2392469</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 178   13    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2295156</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 179   13    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2381268</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 180   13   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2368798</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 181   13   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2580107</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 182   13   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2382552</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 183   14    0     LotArea            &lt;=  8730.0 184 191     195         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 184   14    1  LivingArea            &lt;=  1049.0 185 189     190         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 185   14    2     LotArea            &lt;=  7852.5 186 187     188         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 186   14    3        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2216525</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 187   14    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2326577</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 188   14    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2266548</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 189   14    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2358839</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 190   14    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2317119</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 191   14    8  LivingArea            &lt;=  1638.0 192 193     194         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 192   14    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2382010</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 193   14   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2480542</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 194   14   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2404590</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 195   14   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2366807</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 196   15    0  LivingArea            &lt;=  1987.0 197 207     208         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 197   15    1   YearBuild            &lt;=  1949.5 198 199     206         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 198   15    2        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2243183</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 199   15    3      TotRms            &lt;=     5.5 200 204     205         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 200   15    4   YearBuild            &lt;=  1952.5 201 202     203         NA</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 202   15    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2302047</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 203   15    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2320915</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 204   15    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2376232</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 205   15    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2356288</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 206   15   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2349084</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 207   15   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2512967</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 208   15   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2360721</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 209   16    0  LivingArea            &lt;=  1842.5 210 220     221         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 210   16    1 GarageYrBlt            &lt;=  1950.5 211 212     219         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 211   16    2        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2266354</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 212   16    3  LivingArea            &lt;=   970.0 213 214     218         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 213   16    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2319646</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 214   16    5 OverallQual            &lt;=     5.5 215 216     217         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 215   16    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2364982</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 216   16    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2409758</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 217   16    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2384002</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 218   16    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2368783</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 219   16   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2361696</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 220   16   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2518321</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 221   16   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2370964</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 255   19    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2324060</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 258   19   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2421311</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 259   19   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2396920</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 260   19   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2359412</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 267   20    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2377387</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 269   20    8  GarageArea            &lt;=   293.0 270 271     272         NA</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 281   21    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2374561</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 284   21   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2359606</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 285   21   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2476829</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 295   22    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2374975</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 297   22   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2357581</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 298   22   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2553107</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 299   22   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2370308</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 300   23    0 OverallQual            &lt;=     5.5 301 305     312         NA</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 305   23    5      TotRms            &lt;=     5.5 306 307     311         NA</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 309   23    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2495619</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 310   23   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2424550</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 311   23   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2404725</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 312   23   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2375130</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 313   24    0   YearBuild            &lt;=  1958.5 314 321     325         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 314   24    1   YearBuild            &lt;=  1949.5 315 316     320         NA</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 316   24    3      TotRms            &lt;=     6.5 317 318     319         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 317   24    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2375069</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 318   24    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2311537</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 319   24    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2365085</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 320   24    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2354032</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 323   24   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2470998</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 324   24   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2409643</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 325   24   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2382989</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 326   25    0 OverallQual            &lt;=     4.5 327 328     338         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 327   25    1        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2281208</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 330   25    4      TotRms            &lt;=     6.5 331 332     336         NA</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 332   25    6 OverallQual            &lt;=     5.5 333 334     335         NA</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 334   25    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2420361</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 335   25    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2337729</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 336   25   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2380021</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 337   25   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2369677</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 338   25   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2362348</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 339   26    0     LotArea            &lt;=  9217.0 340 347     351         NA</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 343   26    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2286888</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 344   26    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2333158</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 345   26    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2393606</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 346   26    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2347216</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 347   26    8  LivingArea            &lt;=  1722.0 348 349     350         NA</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 349   26   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2304242</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 350   26   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2389758</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 351   26   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2368109</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 352   27    0  LivingArea            &lt;=  2095.0 353 363     364         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 353   27    1 OverallQual            &lt;=     4.5 354 355     362         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 354   27    2        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2287958</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 355   27    3  LivingArea            &lt;=  1731.0 356 360     361         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 356   27    4     Bathrms            &lt;=     1.5 357 358     359         NA</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 362   27   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2360855</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 363   27   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2486930</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 364   27   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2369061</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 375   28   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2393077</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 390   29   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2364730</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 391   30    0 OverallQual            &lt;=     6.5 392 402     403         NA</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 402   30   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2486275</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 403   30   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2370762</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 404   31    0     LotArea            &lt;=  7257.5 405 406     416         NA</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 411   31    7 GarageYrBlt            &lt;=  1957.5 412 413     414         NA</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 414   31   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2384720</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 415   31   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2375114</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 416   31   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2366235</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 417   32    0  LivingArea            &lt;=  1548.0 418 428     429         NA</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 421   32    4  LivingArea            &lt;=   934.0 422 423     424         NA</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 423   32    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2384361</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 424   32    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2375535</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 425   32    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2369890</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 426   32    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2287801</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 427   32   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2362483</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 428   32   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2411239</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 429   32   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2372869</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 430   33    0  LivingArea            &lt;=  1981.5 431 441     442         NA</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 434   33    4      Bedrms            &lt;=     2.5 435 436     437         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 435   33    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2351082</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 436   33    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2382866</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 437   33    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2372918</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 438   33    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2367070</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 439   33    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2262677</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 440   33   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2360504</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 441   33   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2437864</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 442   33   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2365082</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 447   34    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2385090</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 448   34    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2316268</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 449   34    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2379053</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 450   34    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2254937</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 451   34    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2369044</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 452   34    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2410563</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 453   34   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2378184</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 454   34   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2487919</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 455   34   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2384677</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 456   35    0      TotRms            &lt;=     4.5 457 458     468         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 457   35    1        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2428733</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 461   35    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2355427</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 462   35    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2265519</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 463   35    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2334518</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 464   35    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2370001</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 465   35    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2356003</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 466   35   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2384622</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 467   35   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2365003</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 468   35   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2368774</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 469   36    0  LivingArea            &lt;=   893.0 470 471     481         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 470   36    1        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2303940</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 471   36    2 GarageYrBlt            &lt;=  1983.5 472 479     480         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 472   36    3  GarageArea            &lt;=   570.0 473 477     478         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 473   36    4  LivingArea            &lt;=  1240.0 474 475     476         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 474   36    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2358129</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 475   36    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2393028</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 476   36    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2375706</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 477   36    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2296622</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 478   36    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2370326</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 479   36   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2452041</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 480   36   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2375531</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 481   36   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2370448</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 482   37    0   YearBuild            &lt;=  1950.5 483 484     494         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 483   37    1        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2311112</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 484   37    2     LotArea            &lt;= 13730.0 485 492     493         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 485   37    3  GarageArea            &lt;=   287.0 486 487     491         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 486   37    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2424132</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 487   37    5  LivingArea            &lt;=  1239.0 488 489     490         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 488   37    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2359525</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 489   37    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2386960</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 490   37    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2372385</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 491   37    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2377813</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 492   37   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2493244</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 493   37   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2386058</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 494   37   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2379406</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 495   38    0  LivingArea            &lt;=  1912.0 496 506     507         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 496   38    1  GarageArea            &lt;=   327.0 497 498     505         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 497   38    2        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2393346</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 498   38    3  GarageArea            &lt;=   358.5 499 500     504         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 499   38    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2263550</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 500   38    5 GarageYrBlt            &lt;=  1987.5 501 502     503         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 501   38    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2361266</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 502   38    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2432939</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 503   38    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2370764</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 504   38    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2358218</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 505   38   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2372579</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 506   38   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2473855</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 507   38   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2378571</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 508   39    0  LivingArea            &lt;=  1459.5 509 516     520         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 509   39    1   YearBuild            &lt;=  1950.5 510 511     515         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 510   39    2        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2289412</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 511   39    3   YearBuild            &lt;=  1967.5 512 513     514         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 512   39    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2381029</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 513   39    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2321634</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 514   39    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2372172</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 515   39    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2363700</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 516   39    8     LotArea            &lt;= 11688.5 517 518     519         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 517   39    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2381361</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 518   39   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2472505</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 519   39   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2403062</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 520   39   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2373482</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 521   40    0 OverallQual            &lt;=     4.5 522 523     533         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 522   40    1        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2320352</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 523   40    2  LivingArea            &lt;=  1731.0 524 528     532         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 524   40    3  LivingArea            &lt;=  1503.0 525 526     527         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 525   40    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2378719</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 526   40    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2423648</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 527   40    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2384214</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 528   40    7  GarageArea            &lt;=   505.0 529 530     531         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 529   40    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2288214</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 530   40    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2392879</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 531   40   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2340547</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 532   40   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2378721</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 533   40   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2375267</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 534   41    0     LotArea            &lt;=  9764.0 535 542     546         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 535   41    1  LivingArea            &lt;=  1487.5 536 540     541         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 536   41    2  LivingArea            &lt;=  1254.0 537 538     539         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 537   41    3        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2381187</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 538   41    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2419081</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 539   41    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2390854</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 540   41    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2344702</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 541   41    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2385449</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 542   41    8 GarageYrBlt            &lt;=  1967.0 543 544     545         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 543   41    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2366637</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 544   41   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2295298</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 545   41   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2350647</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 546   41   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2373505</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 547   42    0     LotArea            &lt;=  9222.0 548 558     559         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 548   42    1     LotArea            &lt;=  8927.0 549 556     557         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 549   42    2   YearBuild            &lt;=  1951.5 550 551     555         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 550   42    3        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2322912</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 551   42    4      Bedrms            &lt;=     2.5 552 553     554         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 552   42    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2428054</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 553   42    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2375792</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 554   42    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2385878</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 555   42    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2376480</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 556   42    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2310888</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 557   42   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2366517</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 558   42   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2398638</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 559   42   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2383623</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 560   43    0 OverallQual            &lt;=     4.5 561 562     572         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 561   43    1        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2311993</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 562   43    2   YearBuild            &lt;=  1958.5 563 567     571         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 563   43    3  GarageArea            &lt;=   274.0 564 565     566         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 564   43    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2410994</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 565   43    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2355833</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 566   43    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2367005</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 567   43    7 GarageYrBlt            &lt;=  1970.5 568 569     570         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 568   43    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2411225</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 569   43    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2347197</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 570   43   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2397270</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 571   43   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2382041</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 572   43   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2377067</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 573   44    0  LivingArea            &lt;=   928.5 574 575     585         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 574   44    1        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2316287</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 575   44    2  GarageArea            &lt;=   529.0 576 583     584         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 576   44    3   YearBuild            &lt;=  1967.5 577 581     582         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 577   44    4     LotArea            &lt;=  9512.0 578 579     580         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 578   44    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2349722</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 579   44    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2386794</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 580   44    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2369606</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 581   44    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2310796</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 582   44    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2364705</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 583   44   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2414202</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 584   44   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2374339</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 585   44   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2367469</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 586   45    0   YearBuild            &lt;=  1964.5 587 591     598         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 587   45    1  LivingArea            &lt;=   930.5 588 589     590         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 588   45    2        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2338479</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 589   45    3        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2379269</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 590   45    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2374210</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 591   45    5  GarageArea            &lt;=   570.0 592 596     597         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 592   45    6  GarageArea            &lt;=   482.0 593 594     595         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 593   45    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2402457</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 594   45    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2473723</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 595   45    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2439319</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 596   45   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2333240</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 597   45   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2410147</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 598   45   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2382716</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 599   46    0      Bedrms            &lt;=     2.5 600 604     611         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 600   46    1  GarageArea            &lt;=   398.0 601 602     603         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 601   46    2        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2382572</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 602   46    3        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2302601</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 603   46    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2340482</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 604   46    5  GarageArea            &lt;=   552.0 605 606     610         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 605   46    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2380449</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 606   46    7   YearBuild            &lt;=  1963.5 607 608     609         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 607   46    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2383253</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 608   46    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2440306</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 609   46   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2406074</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 610   46   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2385339</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 611   46   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2375253</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 612   47    0  GarageArea            &lt;=   618.0 613 623     624         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 613   47    1  GarageArea            &lt;=   568.0 614 621     622         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 614   47    2     LotArea            &lt;=  8755.0 615 619     620         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 615   47    3      TotRms            &lt;=     5.5 616 617     618         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 616   47    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2397109</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 617   47    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2331187</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 618   47    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2358465</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 619   47    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2389979</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 620   47    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2377107</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 621   47    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2302267</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 622   47   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2369528</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 623   47   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2430917</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 624   47   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2373524</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 625   48    0     LotArea            &lt;=  7257.5 626 627     637         NA</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 627   48    2     LotArea            &lt;=  7667.5 628 629     636         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 628   48    3        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2432886</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 629   48    4 OverallQual            &lt;=     5.5 630 634     635         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 630   48    5      TotRms            &lt;=     6.5 631 632     633         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 631   48    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2372173</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 632   48    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2310569</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 633   48    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2360004</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 634   48    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2389494</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 635   48   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2372185</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 636   48   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2376666</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 637   48   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2372127</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 638   49    0     LotArea            &lt;= 10593.0 639 649     650         NA</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 641   49    3  LivingArea            &lt;=  1209.5 642 643     647         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 642   49    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2433049</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 643   49    5 OverallQual            &lt;=     5.5 644 645     646         NA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 644   49    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2358902</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 645   49    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2412164</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 646   49    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2383314</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 647   49    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2407652</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 648   49   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2384056</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 649   49   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2339061</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 650   49   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2375004</span>
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+<span class="r-out co"><span class="r-pr">#&gt;</span> 60     4    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2481340</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 61     4    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2433188</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 62     4    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2393036</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 63     4   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2349757</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 64     4   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2678466</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 65     4   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2371152</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 66     5    0 OverallQual            &lt;=     5.5  67  74      78         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 67     5    1 OverallQual            &lt;=     4.5  68  69      73         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 68     5    2        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2126314</span>
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+<span class="r-out co"><span class="r-pr">#&gt;</span> 71     5    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2342548</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 72     5    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2325696</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 73     5    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2303336</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 74     5    8  LivingArea            &lt;=  1821.0  75  76      77         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 75     5    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2425421</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 76     5   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2594314</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 77     5   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2452662</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 78     5   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2358118</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 79     6    0     LotArea            &lt;= 13580.0  80  90      91         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 80     6    1  LivingArea            &lt;=  1068.0  81  85      89         NA</span>
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+<span class="r-out co"><span class="r-pr">#&gt;</span> 82     6    3        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2196451</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 83     6    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2314351</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 84     6    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2290771</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 85     6    6 GarageYrBlt            &lt;=  1968.5  86  87      88         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 86     6    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2373843</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 87     6    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2484570</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 88     6    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2389501</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 89     6   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2352245</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 90     6   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2644634</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 91     6   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2369546</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 92     7    0 OverallQual            &lt;=     5.5  93  97     104         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 93     7    1  LivingArea            &lt;=  1251.0  94  95      96         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 94     7    2        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2289148</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 95     7    3        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2379307</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 96     7    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2317532</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 97     7    5   YearBuild            &lt;=  1959.5  98  99     103         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 98     7    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2358870</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 99     7    7  LivingArea            &lt;=  1389.0 100 101     102         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 100    7    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2448843</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 101    7    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2570886</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 102    7   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2515412</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 103    7   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2443557</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 104    7   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2363020</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 105    8    0 OverallQual            &lt;=     6.5 106 116     117         NA</span>
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+<span class="r-out co"><span class="r-pr">#&gt;</span> 107    8    2        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2208629</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 108    8    3  LivingArea            &lt;=  1239.0 109 110     114         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 109    8    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2338890</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 110    8    5      Bedrms            &lt;=     3.5 111 112     113         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 111    8    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2429687</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 112    8    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2352911</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 113    8    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2403295</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 114    8    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2367715</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 115    8   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2352612</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 116    8   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2564868</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 117    8   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2366427</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 118    9    0 OverallQual            &lt;=     6.5 119 129     130         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 119    9    1 GarageYrBlt            &lt;=  1954.5 120 121     128         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 120    9    2        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2291943</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 121    9    3  LivingArea            &lt;=  1019.0 122 123     127         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 122    9    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2306033</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 123    9    5     LotArea            &lt;=  8127.0 124 125     126         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 124    9    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2346051</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 125    9    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2422480</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 126    9    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2409742</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 127    9    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2381305</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 128    9   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2362522</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 129    9   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2581231</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 130    9   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2378052</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 131   10    0   YearBuild            &lt;=  1950.5 132 133     143         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 132   10    1        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2225031</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 133   10    2     LotArea            &lt;=  9010.0 134 135     142         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 134   10    3        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2333065</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 135   10    4      TotRms            &lt;=     7.5 136 140     141         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 136   10    5      TotRms            &lt;=     5.5 137 138     139         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 137   10    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2347426</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 138   10    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2424433</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 139   10    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2407079</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 140   10    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2518717</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 141   10   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2422055</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 142   10   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2381391</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 143   10   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2364737</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 144   11    0  LivingArea            &lt;=  1912.0 145 155     156         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 145   11    1     LotArea            &lt;=  7257.5 146 147     154         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 146   11    2        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2258304</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 147   11    3  LivingArea            &lt;=  1500.5 148 149     153         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 148   11    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2368029</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 149   11    5      TotRms            &lt;=     7.5 150 151     152         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 150   11    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2472557</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 151   11    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2355185</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 152   11    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2436989</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 153   11    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2383943</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 154   11   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2371300</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 155   11   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2561984</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 156   11   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2382583</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 157   12    0  LivingArea            &lt;=  1948.5 158 168     169         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 158   12    1 OverallQual            &lt;=     5.5 159 163     167         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 159   12    2 OverallQual            &lt;=     4.5 160 161     162         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 160   12    3        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2263923</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 161   12    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2344858</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 162   12    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2335781</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 163   12    6   YearBuild            &lt;=  1950.5 164 165     166         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 164   12    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2299965</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 165   12    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2427722</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 166   12    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2403153</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 167   12   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2357815</span>
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+<span class="r-out co"><span class="r-pr">#&gt;</span> 233   17   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2404789</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 234   17   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2365375</span>
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+<span class="r-out co"><span class="r-pr">#&gt;</span> 241   18    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2322903</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 242   18    7   YearBuild            &lt;=  1965.5 243 244     245         NA</span>
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+<span class="r-out co"><span class="r-pr">#&gt;</span> 244   18    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2462645</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 245   18   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2415588</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 246   18   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2403347</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 247   18   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2379040</span>
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+<span class="r-out co"><span class="r-pr">#&gt;</span> 253   19    5  GarageArea            &lt;=   608.5 254 255     256         NA</span>
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+<span class="r-out co"><span class="r-pr">#&gt;</span> 255   19    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2318598</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 256   19    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2411257</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 257   19    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2398062</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 258   19   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2374722</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 259   19   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2565447</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 260   19   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2386008</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 261   20    0     LotArea            &lt;=  7926.0 262 263     273         NA</span>
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+<span class="r-out co"><span class="r-pr">#&gt;</span> 263   20    2 OverallQual            &lt;=     5.5 264 268     272         NA</span>
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+<span class="r-out co"><span class="r-pr">#&gt;</span> 266   20    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2298298</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 267   20    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2347946</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 268   20    7      TotRms            &lt;=     7.5 269 270     271         NA</span>
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+<span class="r-out co"><span class="r-pr">#&gt;</span> 270   20    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2507634</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 271   20   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2405105</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 272   20   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2371249</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 273   20   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2355758</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 274   21    0 OverallQual            &lt;=     5.5 275 279     286         NA</span>
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+<span class="r-out co"><span class="r-pr">#&gt;</span> 277   21    3        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2356744</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 278   21    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2347119</span>
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+<span class="r-out co"><span class="r-pr">#&gt;</span> 282   21    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2400864</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 283   21    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2510360</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 284   21   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2423590</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 285   21   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2408984</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 286   21   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2370181</span>
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+<span class="r-out co"><span class="r-pr">#&gt;</span> 294   22    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2374351</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 295   22    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2365486</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 296   22    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2257868</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 297   22   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2353025</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 298   22   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2402984</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 299   22   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2374901</span>
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+<span class="r-out co"><span class="r-pr">#&gt;</span> 528   40    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2378280</span>
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+<span class="r-out co"><span class="r-pr">#&gt;</span> 532   40   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2333288</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 533   40   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2371358</span>
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+<span class="r-out co"><span class="r-pr">#&gt;</span> 544   41   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2367569</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 545   41   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2443051</span>
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+<span class="r-out co"><span class="r-pr">#&gt;</span> 557   42   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2360436</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 558   42   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2436879</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 559   42   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2365411</span>
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+<span class="r-out co"><span class="r-pr">#&gt;</span> 563   43    3   YearBuild            &lt;=  1964.5 564 565     566         NA</span>
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+<span class="r-out co"><span class="r-pr">#&gt;</span> 565   43    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2489240</span>
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+<span class="r-out co"><span class="r-pr">#&gt;</span> 567   43    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2383780</span>
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+<span class="r-out co"><span class="r-pr">#&gt;</span> 569   43    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2259345</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 570   43   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2349418</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 571   43   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2316057</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 572   43   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2372960</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 573   44    0      Bedrms            &lt;=     2.5 574 584     585         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 574   44    1 GarageYrBlt            &lt;=  1965.5 575 582     583         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 575   44    2 GarageYrBlt            &lt;=  1952.5 576 577     581         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 576   44    3        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2383042</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 577   44    4  GarageArea            &lt;=   361.0 578 579     580         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 578   44    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2323767</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 579   44    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2215749</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 580   44    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2278759</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 581   44    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2315399</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 582   44    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2435310</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 583   44   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2340912</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 584   44   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2380834</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 585   44   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2369732</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 586   45    0  LivingArea            &lt;=  1987.0 587 597     598         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 587   45    1  LivingArea            &lt;=  1731.0 588 595     596         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 588   45    2  GarageArea            &lt;=   618.0 589 593     594         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 589   45    3  GarageArea            &lt;=   535.0 590 591     592         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 590   45    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2373793</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 591   45    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2293211</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 592   45    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2367594</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 593   45    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2408805</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 594   45    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2371601</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 595   45    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2284352</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 596   45   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2364376</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 597   45   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2423078</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 598   45   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2368545</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 599   46    0     LotArea            &lt;=  7468.0 600 601     611         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 600   46    1        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2424479</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 601   46    2     LotArea            &lt;=  9658.5 602 606     610         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 602   46    3     Bathrms            &lt;=     1.5 603 604     605         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 603   46    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2367402</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 604   46    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2323226</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 605   46    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2352856</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 606   46    7     LotArea            &lt;=  9864.0 607 608     609         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 607   46    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2446474</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 608   46    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2380636</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 609   46   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2390178</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 610   46   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2369910</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 611   46   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2375722</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 612   47    0   YearBuild            &lt;=  1968.5 613 623     624         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 613   47    1     LotArea            &lt;= 13250.0 614 621     622         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 614   47    2 GarageYrBlt            &lt;=  1951.5 615 616     620         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 615   47    3        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2421887</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 616   47    4      Bedrms            &lt;=     2.5 617 618     619         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 617   47    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2333418</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 618   47    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2376415</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 619   47    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2366716</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 620   47    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2371970</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 621   47    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2292981</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 622   47   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2366939</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 623   47   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2445986</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 624   47   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2372552</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 625   48    0     LotArea            &lt;= 13150.5 626 636     637         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 626   48    1     LotArea            &lt;=  8246.5 627 628     635         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 627   48    2        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2402396</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 628   48    3  GarageArea            &lt;=   529.0 629 633     634         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 629   48    4 OverallQual            &lt;=     5.5 630 631     632         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 630   48    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2327049</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 631   48    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2367772</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 632   48    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2344441</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 633   48    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2403974</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 634   48    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2353841</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 635   48   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2366685</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 636   48   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2458577</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 637   48   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2374297</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 638   49    0 GarageYrBlt            &lt;=  1987.5 639 649     650         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 639   49    1     LotArea            &lt;= 13959.0 640 647     648         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 640   49    2      Bedrms            &lt;=     2.5 641 645     646         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 641   49    3  GarageArea            &lt;=   367.0 642 643     644         NA</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 642   49    4        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2378688</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 643   49    5        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2280868</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 644   49    6        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2323813</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 645   49    7        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2368104</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 646   49    8        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2355834</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 647   49    9        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2435304</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 648   49   10        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2360864</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 649   49   11        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2445149</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 650   49   12        &lt;NA&gt;          &lt;NA&gt;      NA  NA  NA      NA  0.2366350</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     Cover</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 1      51</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 2      47</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 3      24</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 4       8</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 5      16</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 6       0</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 7      23</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 8       3</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 9      20</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 2      19</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 3       2</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 4      17</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 5       0</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 6      32</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 7      28</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 8      13</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 9      15</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 10      0</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11      0</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 12      4</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11      4</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 12      0</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 13      0</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 14     51</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 15     24</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 16     19</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 17      5</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 18      0</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 19     27</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 20     21</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 21     10</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 22     11</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 15     48</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 16      8</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 17     40</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 18     26</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 19     14</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 20      2</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 21     12</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 22      0</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 23      0</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 24      6</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 25      0</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 24      0</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 25      3</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 26      0</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 27     51</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 28     29</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 29     11</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 30      4</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 31      7</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 32      0</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 33     18</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 28     24</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 29      8</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 30     16</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 31      8</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 32      8</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 33      0</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 34      0</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 35     22</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 36     17</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 37      5</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 35     27</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 36     23</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 37      4</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 38      0</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 39      0</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 40     51</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 41     24</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 41     14</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 43     20</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 43     10</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 44      0</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 45     27</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 46     10</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 47     17</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 48      8</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 49      9</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 50      0</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 45     37</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 46     32</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 47     13</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 48     19</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 49      0</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 50      5</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 51      0</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 52      0</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 53     51</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 54     48</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 55     15</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 56     33</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 57     16</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 55     14</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 56     34</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 57     17</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 58     17</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 59      6</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 60     11</span>
@@ -832,589 +832,589 @@ <h2>Examples</h2>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 64      3</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 65      0</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 66     51</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 67     48</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 526    11</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 527     0</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 528     5</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 529     2</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 522    45</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 523    38</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 524     6</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 525    32</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 526     0</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 527     7</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 528     0</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 529     6</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 530     3</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 531     0</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 531     3</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 532     0</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 533     0</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 534    51</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 535    29</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 536    22</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 537    18</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 538     4</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 539     0</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 540     7</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 541     0</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 542    22</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 543    16</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 544     6</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 545     0</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 535    49</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 536    40</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 537    12</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 538     8</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 539     4</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 540     0</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 541    28</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 542     0</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 543     9</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 544     0</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 545     2</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 546     0</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 548    16</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 549    12</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 550     1</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 551    11</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 552     3</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 553     8</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 548    49</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 549     5</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 550    44</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 551    41</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 552    29</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 553    12</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 554     0</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 555     0</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 556     4</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 555     3</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 556     0</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 557     0</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 558    35</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 558     2</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 559     0</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 561     5</span>
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-<span class="r-out co"><span class="r-pr">#&gt;</span> 564     6</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 565    18</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 561    41</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 562    33</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 563     8</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 564     5</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 565     3</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 566     0</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 567    22</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 568    20</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 569     2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 570     0</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 567     0</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 568    10</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 569     4</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 570     6</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 571     0</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 572     0</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 573    51</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 574     8</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 575    43</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 576    32</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 577    31</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 578    10</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 579    21</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 574    17</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 575     9</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 576     4</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 577     5</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 578     2</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 579     3</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 580     0</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 581     1</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 582     0</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 583    11</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 584     0</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 581     0</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 582     8</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 583     0</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 584    34</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 585     0</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 586    51</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 587    38</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 588     3</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 589    35</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 590     0</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 591    13</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 592     8</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 593     4</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 594     4</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 595     0</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 596     5</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 597     0</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 587    49</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 588    46</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 589    43</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 590    36</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 591     7</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 592     0</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 593     3</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 594     0</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 595     3</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 596     0</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 597     2</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 598     0</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 599    51</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 600    17</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 601     8</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 602     9</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 603     0</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 604    34</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 605    28</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 606     6</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 607     3</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 608     3</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 600     3</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 601    48</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 602    25</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 603    16</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 604     9</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 605     0</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 606    23</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 607     2</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 608    21</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 609     0</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 610     0</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 611     0</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 612    51</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 613    46</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 614    41</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 615    11</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 616     7</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 617     4</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 618     0</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 619    30</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 613    48</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 614    43</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 615     6</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 616    37</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 617    11</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 618    26</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 619     0</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 620     0</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 621     5</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 622     0</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 623     5</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 623     3</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 624     0</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 625    51</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 626     2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 627    49</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 628     2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 629    47</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 630    25</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 631    20</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 632     5</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 633     0</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 634    22</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 626    46</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 627     7</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 628    39</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 629    29</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 630    16</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 631    13</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 632     0</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 633    10</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 634     0</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 635     0</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 636     0</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 636     5</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 637     0</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 638    51</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 639    38</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 640    25</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 641    13</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 642     3</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 643    10</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 644     6</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 645     4</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 639    47</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 640    45</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 641    12</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 642     5</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 643     7</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 644     0</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 645    33</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 646     0</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 647     0</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 647     2</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 648     0</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 649    13</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 649     4</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 650     0</span>
 </code></pre></div>
     </div>
diff --git a/reference/treeshap.html b/reference/treeshap.html
index ae9e42d..6975452 100644
--- a/reference/treeshap.html
+++ b/reference/treeshap.html
@@ -120,28 +120,28 @@ <h2>Examples</h2>
 <span class="r-in"><span class="fu"><a href="https://rdrr.io/r/utils/str.html" class="external-link">str</a></span><span class="op">(</span><span class="va">shaps</span><span class="op">)</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> List of 4</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>  $ shaps        :'data.frame':	3 obs. of  9 variables:</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ LotArea    : num [1:3] 0.12491 -0.00314 0.07085</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ OverallQual: num [1:3] 0.0368 -0.0285 0.0394</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ YearBuild  : num [1:3] 0.0169 -0.00197 0.00431</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ LivingArea : num [1:3] 0.0984 -0.1311 0.0412</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Bathrms    : num [1:3] -0.00497 -0.00971 0.00875</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Bedrms     : num [1:3] 0.00272 -0.01287 0.00203</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ TotRms     : num [1:3] 0.00945 -0.02569 0.00731</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ GarageYrBlt: num [1:3] 0.014698 -0.00932 -0.000302</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ GarageArea : num [1:3] 0.03415 -0.00592 -0.01877</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ LotArea    : num [1:3] 0.12421 -0.00744 0.0815</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ OverallQual: num [1:3] 0.0494 -0.0315 0.0458</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ YearBuild  : num [1:3] 0.02112 -0.00303 0.0026</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ LivingArea : num [1:3] 0.0942 -0.1326 0.0387</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Bathrms    : num [1:3] -0.00792 -0.01012 0.01106</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Bedrms     : num [1:3] 0.00272 -0.00979 0.00212</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ TotRms     : num [1:3] 0.01336 -0.02519 0.00435</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ GarageYrBlt: num [1:3] 0.01079 -0.00258 0.00104</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ GarageArea : num [1:3] 0.04099 -0.00625 -0.01581</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>  $ interactions : NULL</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>  $ unified_model:List of 2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ model:'data.frame':	28285 obs. of  10 variables:</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Tree         : int [1:28285] 0 0 0 0 0 0 0 0 0 0 ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Node         : int [1:28285] 0 1 2 3 4 5 6 7 8 9 ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Feature      : chr [1:28285] "LivingArea" "YearBuild" "LivingArea" "LivingArea" ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ model:'data.frame':	28315 obs. of  10 variables:</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Tree         : int [1:28315] 0 0 0 0 0 0 0 0 0 0 ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Node         : int [1:28315] 0 1 2 3 4 5 6 7 8 9 ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Feature      : chr [1:28315] "TotRms" "OverallQual" "Bathrms" "TotRms" ...</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Decision.type: Factor w/ 2 levels "&lt;=","&lt;": 1 1 1 1 1 1 1 1 1 1 ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Split        : num [1:28285] 1258 1950 1982 1042 1019 ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Yes          : int [1:28285] 2 4 6 8 10 12 14 16 18 20 ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ No           : int [1:28285] 3 5 7 9 11 13 15 17 19 21 ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Missing      : int [1:28285] NA NA NA NA NA NA NA NA NA NA ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Prediction   : num [1:28285] NA NA NA NA NA NA NA NA NA NA ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Cover        : int [1:28285] 338 194 144 22 172 126 18 11 11 72 ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Split        : num [1:28315] 6.5 5.5 2.5 5.5 1.5 ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Yes          : int [1:28315] 2 4 6 8 10 12 14 16 18 20 ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ No           : int [1:28315] 3 5 7 9 11 13 15 17 19 21 ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Missing      : int [1:28315] NA NA NA NA NA NA NA NA NA NA ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Prediction   : num [1:28315] NA NA NA NA NA NA NA NA NA NA ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ Cover        : int [1:28315] 338 260 78 176 84 63 15 82 94 51 ...</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ data :'data.frame':	338 obs. of  9 variables:</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ LotArea    : num [1:338] 31770 11622 14267 11160 8450 ...</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   .. ..$ OverallQual: num [1:338] 6 5 6 7 5 4 5 5 5 5 ...</span>
diff --git a/reference/unify_tree_model.html b/reference/unify_tree_model.html
index 09e722f..3770f6d 100644
--- a/reference/unify_tree_model.html
+++ b/reference/unify_tree_model.html
@@ -104,107 +104,107 @@ <h2>Examples</h2>
 <span class="r-in"><span class="va">rf_fit</span> <span class="op">&lt;-</span> <span class="fu"><a href="default_rf.html">default_rf</a></span><span class="op">(</span><span class="va">X</span>, <span class="va">Y</span><span class="op">)</span></span>
 <span class="r-in"><span class="fu">unify_predict</span><span class="op">(</span><span class="va">rf_fit</span>, <span class="va">X</span><span class="op">)</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>        1        2        3        4       26       27      118      121 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 12.09992 11.72945 11.99170 12.21165 11.82006 11.67026 11.91329 11.91504 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 12.07490 11.72668 11.98563 12.21734 11.84878 11.65940 11.91772 11.87303 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>      122      127      128      129      132      133      134      136 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.92318 11.80242 11.94624 11.93345 11.83167 11.95647 11.80481 11.99888 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.89589 11.77586 11.95877 11.91269 11.83499 11.94298 11.77565 12.03143 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>      138      139      140      142      143      144      146      147 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 12.28794 11.81424 11.99173 11.89887 11.79157 11.89026 11.93425 11.84453 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 12.25403 11.79967 12.06141 11.88849 11.80952 11.88335 11.90521 11.85675 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>      148      149      150      151      153      155      156      157 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.99241 11.83588 11.77860 11.74755 11.79153 11.66186 11.85402 11.68002 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.98933 11.82522 11.76243 11.75871 11.77268 11.65912 11.86431 11.65679 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>      158      161      162      163      164      165      166      167 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 12.00666 12.33459 11.74132 11.92090 11.85155 11.63884 11.90888 11.82614 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 12.02171 12.29256 11.74681 11.90683 11.83650 11.59558 11.89663 11.85260 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>      168      169      342      343      344      395      398      399 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.97019 11.96986 11.82383 12.06710 12.32905 11.83172 11.64875 11.51346 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.98925 11.94356 11.77145 12.05900 12.32683 11.82140 11.66448 11.50967 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>      400      401      402      419      594      595      596      600 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.66706 11.73252 11.67967 11.69497 11.59476 11.98296 11.74602 11.64043 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.66101 11.75593 11.66759 11.69208 11.62745 11.95903 11.74464 11.66338 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>      601      602      605      606      607      608      612      613 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.71881 11.78759 11.88712 12.04161 11.92907 11.99986 11.79980 12.00233 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.70591 11.76122 11.90052 12.03735 11.92864 12.00324 11.80933 11.98885 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>      614      617      618      619      620      621      622      623 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.72759 11.93444 12.05753 11.93184 11.77694 11.89231 11.79531 11.82994 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.75199 11.93355 11.96670 11.92823 11.78890 11.84772 11.77782 11.84987 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>      624      626      627      628      629      631      632      634 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 12.01083 12.02920 12.23656 12.25040 12.11256 11.79706 11.94526 11.85188 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 12.02216 11.98537 12.18840 12.24094 12.12419 11.77748 11.94026 11.81918 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>      635      636      637      638      639      640      641      642 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.97434 11.86066 11.84693 11.84864 11.69212 12.03372 11.80881 11.89560 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.95452 11.87604 11.86133 11.85434 11.72818 12.03698 11.80838 11.91587 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>      643      644      645      646      647      649      650      652 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.86976 11.85729 11.83189 11.70467 11.86276 11.67226 11.82662 11.87925 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.88559 11.84396 11.82097 11.72331 11.86321 11.67969 11.83208 11.88309 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>      653      654      667      668      669      670      671      672 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.82913 11.71567 12.20518 11.99613 11.88963 11.93263 11.81189 11.86601 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.80113 11.72522 12.22077 11.98224 11.91887 12.02878 11.81113 11.84689 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>      673      675      677      678      679      680      681      682 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.83440 11.85768 11.51708 11.81482 11.57867 11.79013 11.76198 11.88330 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.82522 11.86165 11.56461 11.83234 11.56548 11.77823 11.78112 11.86278 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>      683      684      685      686      687      688      689      690 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.64242 11.84090 11.83254 11.77031 11.89337 11.97325 11.80235 11.85341 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.65681 11.86121 11.84568 11.81332 11.90748 11.91018 11.75859 11.85206 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>      691      990      992     1034     1035     1036     1037     1193 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.68352 11.98982 12.18863 11.84643 11.97216 11.74560 11.73705 11.90361 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.70286 11.99908 12.18042 11.93603 11.95061 11.73199 11.73261 11.91649 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     1194     1195     1196     1197     1205     1206     1208     1209 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.75140 11.77651 11.89275 11.89804 11.78018 11.71885 11.84309 12.02917 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.72776 11.75277 11.91050 11.94687 11.78916 11.71674 11.85573 12.05214 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     1210     1211     1212     1213     1214     1215     1216     1217 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.96195 11.89821 11.90821 11.93123 11.98725 11.82372 11.78933 11.99544 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.95548 11.83633 11.91838 11.94611 12.00537 11.84208 11.81806 11.97831 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     1224     1225     1226     1227     1228     1230     1231     1232 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.98029 11.86329 11.83447 11.96485 11.72997 12.02172 11.81034 11.95102 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.95258 11.82138 11.80370 11.95381 11.72406 12.01558 11.80546 11.94995 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     1233     1234     1236     1237     1238     1239     1240     1241 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.92362 12.19899 11.84660 11.91899 11.83152 11.89295 11.93941 12.02195 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.92037 12.23865 11.89034 11.90589 11.83957 11.87807 11.91798 11.89095 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     1242     1243     1244     1245     1246     1247     1249     1250 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.85106 11.97982 11.85213 11.80372 11.73792 11.86362 12.07934 11.76569 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.85872 11.98362 11.82299 11.80102 11.77123 11.85318 12.11187 11.75657 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     1251     1252     1253     1254     1257     1261     1262     1263 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.67112 11.90271 11.68022 11.81810 11.90680 11.98516 11.81448 11.99211 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.68292 11.89992 11.74476 11.88695 11.88078 11.99598 11.84926 11.98091 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     1266     1267     1268     1269     1270     1271     1272     1273 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 12.20865 11.69729 11.71851 11.68293 11.92276 11.91700 11.74074 11.91375 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 12.25062 11.69738 11.71521 11.69218 11.89578 11.92232 11.77869 11.93661 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     1274     1277     1279     1280     1281     1282     1283     1612 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.86953 11.86276 11.81341 11.65103 11.94393 12.02991 11.80291 12.06174 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.88795 11.80061 11.81889 11.65042 11.90125 12.02053 11.83409 12.03019 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     1613     1614     1615     1663     1666     1667     1668     1669 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 12.02045 12.35934 12.34770 11.79442 11.93855 11.69363 11.78288 11.70669 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 12.01646 12.37574 12.30945 11.80547 11.94059 11.70734 11.78387 11.70629 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     1672     1684     1875     1877     1883     1884     1885     1886 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.71399 11.65661 11.82568 11.90318 11.87903 11.88009 11.70665 11.72811 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.72256 11.70898 11.84589 11.92293 11.87451 11.85262 11.68373 11.71298 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     1889     1890     1891     1892     1893     1894     1898     1899 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.80767 11.69382 11.98172 11.89473 11.95856 12.06970 11.89701 11.86044 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.78465 11.68233 12.00233 11.89736 11.95374 12.13324 11.86151 11.78620 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     1900     1906     1907     1908     1909     1911     1913     1914 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.74555 12.12872 11.79976 11.83023 11.80145 11.82920 11.99668 11.69320 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.76025 12.13453 11.78772 11.82943 11.80993 11.84850 11.97761 11.69878 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     1915     1917     1918     1919     1920     1921     1922     1923 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.86369 11.77682 11.66945 11.85154 11.80262 11.91229 11.78015 11.92938 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.85457 11.76129 11.70207 11.83862 11.80690 11.90193 11.78528 11.92378 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     1924     1925     1926     1927     1929     1930     1931     1932 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.83232 11.98625 11.72781 11.81287 11.89100 11.80062 11.82381 11.83468 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.80604 11.93736 11.73266 11.81576 11.91541 11.78086 11.77868 11.82904 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     1933     1934     1935     1936     1937     1938     1939     1940 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.81411 11.77180 11.70782 11.68863 11.84807 11.83761 11.73581 11.71387 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.78936 11.78676 11.73709 11.68603 11.84382 11.84605 11.71782 11.72834 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     1941     1953     1954     1955     1956     1957     1958     1959 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.85160 11.96619 11.67593 11.85380 12.03791 11.73961 11.80705 11.90374 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.83738 11.97513 11.68772 11.79228 12.07835 11.71400 11.80301 11.88031 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     1960     1961     1962     1963     1965     1966     1967     1969 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.61453 11.78390 11.63747 11.74331 11.78481 11.85517 11.89131 11.73752 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.67153 11.77244 11.63877 11.80348 11.78573 11.90450 11.87125 11.76310 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     1970     1971     1972     2307     2310     2361     2363     2375 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 12.04974 11.84051 11.65374 11.79912 12.15216 11.69633 11.62331 11.88440 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 12.05411 11.84636 11.62682 11.79446 12.10865 11.71332 11.67680 11.89857 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     2532     2533     2534     2535     2536     2539     2540     2543 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.80606 11.91100 11.85599 11.87311 11.81703 11.91086 11.83922 11.69598 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.81776 11.91174 11.85231 11.85616 11.83256 11.91632 11.79411 11.69838 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     2544     2546     2548     2550     2551     2554     2559     2560 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.90592 11.95114 11.92347 11.85194 11.87091 11.75132 11.92034 11.88165 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.87040 11.95211 11.98506 11.81603 11.84057 11.75596 11.95340 11.88645 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     2561     2562     2563     2564     2565     2568     2569     2570 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.79286 11.94009 11.77530 11.80004 11.71931 11.84771 12.34040 11.81054 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.77189 11.98415 11.75056 11.82035 11.73608 11.81689 12.33621 11.79846 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     2572     2573     2574     2575     2576     2578     2579     2580 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.87938 11.85416 11.82854 11.85068 11.99341 11.85225 11.84723 11.87573 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.87610 11.84295 11.83490 11.86882 11.96026 11.85254 11.87205 11.86468 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     2581     2583     2584     2585     2586     2587     2588     2589 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.79781 11.78413 11.90890 11.77252 11.90409 11.83213 11.74306 11.83622 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.74551 11.79293 11.90968 11.78610 11.90056 11.83280 11.77163 11.85669 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     2590     2592     2594     2607     2608     2609     2610     2611 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.72521 11.80060 11.82848 11.98481 11.87708 11.89163 12.05721 11.92137 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.77862 11.91253 11.89471 11.98069 11.90507 11.88112 12.05048 11.89835 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     2612     2613     2614     2615     2616     2617     2619     2620 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.70432 11.89554 11.74312 11.66121 11.99608 12.06308 11.88963 11.82799 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.67981 11.87715 11.73081 11.65924 11.98608 12.02332 11.92032 11.80649 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     2622     2623     2624     2625     2627     2629     2630     2631 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.64049 11.54142 11.73178 11.50008 11.42040 11.83193 11.72695 11.93198 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.66619 11.58366 11.75039 11.53481 11.46195 11.82686 11.78654 11.94325 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     2633     2634 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11.89776 11.67289 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 11.90570 11.63547 </span>
 <span class="r-in"></span>
 <span class="r-in"><span class="co">## Applies the correct treeshap::*.unify for the model type.</span></span>
 <span class="r-in"><span class="va">unified_model</span> <span class="op">&lt;-</span> <span class="fu">unify_tree_model</span><span class="op">(</span><span class="va">rf_fit</span>, <span class="va">X</span><span class="op">)</span></span>
 <span class="r-in"><span class="fu"><a href="https://rdrr.io/r/utils/str.html" class="external-link">str</a></span><span class="op">(</span><span class="va">unified_model</span><span class="op">)</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> List of 2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  $ model:'data.frame':	28069 obs. of  10 variables:</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Tree         : int [1:28069] 0 0 0 0 0 0 0 0 0 0 ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Node         : int [1:28069] 0 1 2 3 4 5 6 7 8 9 ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Feature      : chr [1:28069] "TotRms" "OverallQual" "LotArea" "TotRms" ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  $ model:'data.frame':	27913 obs. of  10 variables:</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Tree         : int [1:27913] 0 0 0 0 0 0 0 0 0 0 ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Node         : int [1:27913] 0 1 2 3 4 5 6 7 8 9 ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Feature      : chr [1:27913] "TotRms" "LotArea" "GarageArea" "GarageYrBlt" ...</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Decision.type: Factor w/ 2 levels "&lt;=","&lt;": 1 1 1 1 1 1 1 1 1 1 ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Split        : num [1:28069] 7.5 5.5 13376 5.5 414 ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Yes          : int [1:28069] 2 4 6 8 10 12 14 16 18 20 ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ No           : int [1:28069] 3 5 7 9 11 13 15 17 19 21 ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Missing      : int [1:28069] NA NA NA NA NA NA NA NA NA NA ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Prediction   : num [1:28069] NA NA NA NA NA NA NA NA NA NA ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Cover        : int [1:28069] 338 303 35 199 104 29 6 82 117 45 ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Split        : num [1:27913] 7.5 9512 506.5 1956.5 392 ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Yes          : int [1:27913] 2 4 6 8 10 12 14 16 18 20 ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ No           : int [1:27913] 3 5 7 9 11 13 15 17 19 21 ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Missing      : int [1:27913] NA NA NA NA NA NA NA NA NA NA ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Prediction   : num [1:27913] NA NA NA NA NA NA NA NA NA NA ...</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ Cover        : int [1:27913] 338 303 35 171 132 17 18 44 127 66 ...</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>  $ data :'data.frame':	338 obs. of  9 variables:</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ LotArea    : num [1:338] 31770 11622 14267 11160 8450 ...</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ OverallQual: num [1:338] 6 5 6 7 5 4 5 5 5 5 ...</span>