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Merge pull request #59 from MStarmans91/development
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Release version 3.4.2
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MStarmans91 committed May 27, 2021
2 parents f9349c0 + 2a21c1d commit 375e768
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15 changes: 15 additions & 0 deletions CHANGELOG
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and this project adheres to `Semantic Versioning <http://semver.org/>`_


3.4.2 - Unreleased
------------------

Fixed
~~~~~
- Bug in flattening of plot_ranked_posteriors function.
- Bug in plot_images: could not handle 2D images when applying slicing.
- Bug in precision-recall curve.
- Bug in performance estimation plotting.
- Preflighcheck now also accepts labels from txt or XNAT.

Added
~~~~~~~
- Label file can now also be separated by semicolons.

3.4.1 - 2021-05-18
------------------

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2 changes: 1 addition & 1 deletion README.md
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# WORC v3.4.1
# WORC v3.4.2
## Workflow for Optimal Radiomics Classification

## Information
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WORC v3.4.1
WORC v3.4.2
===========

Workflow for Optimal Radiomics Classification
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2 changes: 1 addition & 1 deletion WORC/WORC.py
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'RandomUnderSampling, RandomOverSampling, NearMiss, ' +\
'NeighbourhoodCleaningRule, ADASYN, BorderlineSMOTE, SMOTE, ' +\
'SMOTEENN, SMOTETomek'
config['Resampling']['sampling_strategy'] = 'majority, minority, not minority, not majority, all'
config['Resampling']['sampling_strategy'] = 'auto, majority, minority, not minority, not majority, all'
config['Resampling']['n_neighbors'] = '3, 12'
config['Resampling']['k_neighbors'] = '5, 15'
config['Resampling']['threshold_cleaning'] = '0.25, 0.5'
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2 changes: 1 addition & 1 deletion WORC/doc/_build/html/.buildinfo
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# Sphinx build info version 1
# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
config: 73f1da5a99fea16f90c552d633d66cea
config: 33f10d2ce9bf6d5dcfd26d0fd1e86e7b
tags: 645f666f9bcd5a90fca523b33c5a78b7
4 changes: 2 additions & 2 deletions WORC/doc/_build/html/_modules/WORC/IOparser/config_WORC.html
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<meta name="viewport" content="width=device-width, initial-scale=1.0">

<title>WORC.IOparser.config_WORC &mdash; WORC 3.4.1 documentation</title>
<title>WORC.IOparser.config_WORC &mdash; WORC 3.4.2 documentation</title>



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<div class="version">
3.4.1
3.4.2
</div>


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<meta name="viewport" content="width=device-width, initial-scale=1.0">

<title>WORC.IOparser.config_io_classifier &mdash; WORC 3.4.1 documentation</title>
<title>WORC.IOparser.config_io_classifier &mdash; WORC 3.4.2 documentation</title>



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<div class="version">
3.4.1
3.4.2
</div>


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<meta name="viewport" content="width=device-width, initial-scale=1.0">

<title>WORC.IOparser.config_preprocessing &mdash; WORC 3.4.1 documentation</title>
<title>WORC.IOparser.config_preprocessing &mdash; WORC 3.4.2 documentation</title>



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<div class="version">
3.4.1
3.4.2
</div>


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<meta name="viewport" content="width=device-width, initial-scale=1.0">

<title>WORC.IOparser.config_segmentix &mdash; WORC 3.4.1 documentation</title>
<title>WORC.IOparser.config_segmentix &mdash; WORC 3.4.2 documentation</title>



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<div class="version">
3.4.1
3.4.2
</div>


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4 changes: 2 additions & 2 deletions WORC/doc/_build/html/_modules/WORC/IOparser/file_io.html
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<meta name="viewport" content="width=device-width, initial-scale=1.0">

<title>WORC.IOparser.file_io &mdash; WORC 3.4.1 documentation</title>
<title>WORC.IOparser.file_io &mdash; WORC 3.4.2 documentation</title>



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<div class="version">
3.4.1
3.4.2
</div>


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6 changes: 3 additions & 3 deletions WORC/doc/_build/html/_modules/WORC/WORC.html
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<meta name="viewport" content="width=device-width, initial-scale=1.0">

<title>WORC.WORC &mdash; WORC 3.4.1 documentation</title>
<title>WORC.WORC &mdash; WORC 3.4.2 documentation</title>



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<div class="version">
3.4.1
3.4.2
</div>


Expand Down Expand Up @@ -574,7 +574,7 @@ <h1>Source code for WORC.WORC</h1><div class="highlight"><pre>
<span class="s1">&#39;RandomUnderSampling, RandomOverSampling, NearMiss, &#39;</span> <span class="o">+</span>\
<span class="s1">&#39;NeighbourhoodCleaningRule, ADASYN, BorderlineSMOTE, SMOTE, &#39;</span> <span class="o">+</span>\
<span class="s1">&#39;SMOTEENN, SMOTETomek&#39;</span>
<span class="n">config</span><span class="p">[</span><span class="s1">&#39;Resampling&#39;</span><span class="p">][</span><span class="s1">&#39;sampling_strategy&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="s1">&#39;majority, minority, not minority, not majority, all&#39;</span>
<span class="n">config</span><span class="p">[</span><span class="s1">&#39;Resampling&#39;</span><span class="p">][</span><span class="s1">&#39;sampling_strategy&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="s1">&#39;auto, majority, minority, not minority, not majority, all&#39;</span>
<span class="n">config</span><span class="p">[</span><span class="s1">&#39;Resampling&#39;</span><span class="p">][</span><span class="s1">&#39;n_neighbors&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="s1">&#39;3, 12&#39;</span>
<span class="n">config</span><span class="p">[</span><span class="s1">&#39;Resampling&#39;</span><span class="p">][</span><span class="s1">&#39;k_neighbors&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="s1">&#39;5, 15&#39;</span>
<span class="n">config</span><span class="p">[</span><span class="s1">&#39;Resampling&#39;</span><span class="p">][</span><span class="s1">&#39;threshold_cleaning&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="s1">&#39;0.25, 0.5&#39;</span>
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<meta name="viewport" content="width=device-width, initial-scale=1.0">

<title>WORC.addexceptions &mdash; WORC 3.4.1 documentation</title>
<title>WORC.addexceptions &mdash; WORC 3.4.2 documentation</title>



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<div class="version">
3.4.1
3.4.2
</div>


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<meta name="viewport" content="width=device-width, initial-scale=1.0">

<title>WORC.classification.AdvancedSampler &mdash; WORC 3.4.1 documentation</title>
<title>WORC.classification.AdvancedSampler &mdash; WORC 3.4.2 documentation</title>



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<div class="version">
3.4.1
3.4.2
</div>


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<meta name="viewport" content="width=device-width, initial-scale=1.0">

<title>WORC.classification.ObjectSampler &mdash; WORC 3.4.1 documentation</title>
<title>WORC.classification.ObjectSampler &mdash; WORC 3.4.2 documentation</title>



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<div class="version">
3.4.1
3.4.2
</div>


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<meta name="viewport" content="width=device-width, initial-scale=1.0">

<title>WORC.classification.RankedSVM &mdash; WORC 3.4.1 documentation</title>
<title>WORC.classification.RankedSVM &mdash; WORC 3.4.2 documentation</title>



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<div class="version">
3.4.1
3.4.2
</div>


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<meta name="viewport" content="width=device-width, initial-scale=1.0">

<title>WORC.classification.SearchCV &mdash; WORC 3.4.1 documentation</title>
<title>WORC.classification.SearchCV &mdash; WORC 3.4.2 documentation</title>



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<div class="version">
3.4.1
3.4.2
</div>


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<meta name="viewport" content="width=device-width, initial-scale=1.0">

<title>WORC.classification.construct_classifier &mdash; WORC 3.4.1 documentation</title>
<title>WORC.classification.construct_classifier &mdash; WORC 3.4.2 documentation</title>



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<div class="version">
3.4.1
3.4.2
</div>


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<meta name="viewport" content="width=device-width, initial-scale=1.0">

<title>WORC.classification.createfixedsplits &mdash; WORC 3.4.1 documentation</title>
<title>WORC.classification.createfixedsplits &mdash; WORC 3.4.2 documentation</title>



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<div class="version">
3.4.1
3.4.2
</div>


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<meta name="viewport" content="width=device-width, initial-scale=1.0">

<title>WORC.classification.crossval &mdash; WORC 3.4.1 documentation</title>
<title>WORC.classification.crossval &mdash; WORC 3.4.2 documentation</title>



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<div class="version">
3.4.1
3.4.2
</div>


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<meta name="viewport" content="width=device-width, initial-scale=1.0">

<title>WORC.classification.estimators &mdash; WORC 3.4.1 documentation</title>
<title>WORC.classification.estimators &mdash; WORC 3.4.2 documentation</title>



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<div class="version">
3.4.1
3.4.2
</div>


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<meta name="viewport" content="width=device-width, initial-scale=1.0">

<title>WORC.classification.fitandscore &mdash; WORC 3.4.1 documentation</title>
<title>WORC.classification.fitandscore &mdash; WORC 3.4.2 documentation</title>



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<div class="version">
3.4.1
3.4.2
</div>


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<meta name="viewport" content="width=device-width, initial-scale=1.0">

<title>WORC.classification.metrics &mdash; WORC 3.4.1 documentation</title>
<title>WORC.classification.metrics &mdash; WORC 3.4.2 documentation</title>



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<div class="version">
3.4.1
3.4.2
</div>


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<meta name="viewport" content="width=device-width, initial-scale=1.0">

<title>WORC.classification.parameter_optimization &mdash; WORC 3.4.1 documentation</title>
<title>WORC.classification.parameter_optimization &mdash; WORC 3.4.2 documentation</title>



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<div class="version">
3.4.1
3.4.2
</div>


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<meta name="viewport" content="width=device-width, initial-scale=1.0">

<title>WORC.classification.trainclassifier &mdash; WORC 3.4.1 documentation</title>
<title>WORC.classification.trainclassifier &mdash; WORC 3.4.2 documentation</title>



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<div class="version">
3.4.1
3.4.2
</div>


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