diff --git a/DESCRIPTION b/DESCRIPTION
index 89237b5..267c90c 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -51,4 +51,4 @@ Suggests:
 Depends: 
     R (>= 2.10)
 VignetteBuilder: knitr
-RoxygenNote: 7.2.1
+RoxygenNote: 7.2.3
diff --git a/R/ggplots.R b/R/ggplots.R
index 82619a7..8acbfca 100644
--- a/R/ggplots.R
+++ b/R/ggplots.R
@@ -80,9 +80,10 @@ ecdf_data <- function(actual, predicted){
 #'
 #' gg_model_partials(m)
 #'
-#' gg_model_coef(m) + ggplot2::coord_flip() + ggplot2::scale_y_discrete(limits = rev)
 #' gg_model_vif(m)  + ggplot2::coord_flip() + ggplot2::scale_x_discrete(limits = rev)
+#'
 #' gg_model_corr(m, upper = TRUE)
+#'
 #' gg_model_corr(m, upper = TRUE) +
 #'  ggplot2::coord_flip() +
 #'  ggplot2::scale_y_discrete(limits = rev) +
@@ -550,6 +551,8 @@ gg_model_calibration <- function(model, newdata = NULL,
 #'
 #' data("woes")
 #'
+#' woes <- head(woes)
+#'
 #' pps <- gg_woes(woes)
 #'
 #' if(require(patchwork)){
@@ -563,8 +566,8 @@ gg_model_calibration <- function(model, newdata = NULL,
 #' }
 #'
 #' gg_woes(woes, variable = "woe")
-#' gg_woes(woes, variable = "bin_iv")
 #'
+#' gg_woes(woes, variable = "bin_iv")
 #'
 #' @export
 #' @importFrom patchwork get_dim
@@ -633,6 +636,21 @@ gg_woes <- function(woes,
 }
 
 
+
+#' data("woes")
+#'
+# s <- scorecard::scorecard2(
+#   bins = woes,
+#   dt = credit,
+#   "bad",
+#   points0 = 500,
+#   odds0 = 1/20,
+#   pdo = 20
+#   )
+#
+# s
+
+
 # p1 <- gg_model_ks(m) +
 #   ggplot2::labs(subtitle = "No facet")
 # p1
diff --git a/R/model-feature-selection.R b/R/model-feature-selection.R
index fee2c63..9fc8392 100644
--- a/R/model-feature-selection.R
+++ b/R/model-feature-selection.R
@@ -235,7 +235,7 @@ featsel_brute_force <- function(model, level = 0.95, verbose = TRUE) {
     vars_conf_problems <- dplyr::filter(dconf, .data$lower < 0 & .data$upper > 0)
     vars_conf_problems <- dplyr::pull(vars_conf_problems, .data$term)
 
-    vars_with_problems <- unique(c(vars_sign_problems, vars_conf_problems))
+    vars_with_problems <- unique(c(vars_conf_problems, vars_sign_problems))
 
     if(length(vars_with_problems) == 0){
 
diff --git a/dev/risk3r.Rmd b/dev/risk3r.Rmd
index b147bd9..8657157 100644
--- a/dev/risk3r.Rmd
+++ b/dev/risk3r.Rmd
@@ -34,6 +34,9 @@ library(randomForest)
 library(performance)
 library(parameters)
 library(broom)
+
+data("credit")
+
 #
 if(require(kunstomverse)){
   library(extrafont)