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FEA Add Information Gain and Information Gain Ratio feature selection functions #28905

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FEA Add Information Gain and Information Gain Ratio feature selection functions #28905

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Commits on Mar 13, 2016

  1. Added IG and IGR feature selection functions

    @vpekar
    vpekar committed Mar 13, 2016
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  2. Fixed a broken test

    @vpekar
    vpekar committed Mar 13, 2016
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Commits on Mar 14, 2016

  1. Merge branch 'master' into ig-and-igr-feature-selection

    @vpekar
    vpekar committed Mar 14, 2016
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  2. Added an extra return var to conform to other feature selection funct… 

    …ions setup
    @vpekar
    vpekar committed Mar 14, 2016
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  3. Removed the pvals return param from mi function

    @vpekar
    vpekar committed Mar 14, 2016
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  4. Dealing with functions that don't return pvals

    @vpekar
    vpekar committed Mar 14, 2016
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  5. Removed unused import

    @vpekar
    vpekar committed Mar 14, 2016
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Commits on Aug 27, 2016

  1. Renamed vars, using __future__.division

    @vpekar
    vpekar committed Aug 27, 2016
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  2. Moved __future__.division

    @vpekar
    vpekar committed Aug 27, 2016
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  3. Fixed import error

    @vpekar
    vpekar committed Aug 27, 2016
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Commits on Oct 28, 2016

  1. Merge branch 'master' into ig-and-igr-feature-selection

    @vpekar
    vpekar committed Oct 28, 2016
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  2. Fixing flake8 errors

    @vpekar
    vpekar committed Oct 28, 2016
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  3. Merge branch 'ig-and-igr-feature-selection' of https://github.com/vpe… 

    …kar/scikit-learn into ig-and-igr-feature-selection
    @vpekar
    vpekar committed Oct 28, 2016
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Commits on Nov 3, 2016

  1. Added support for dense arrays for ig and igr, added formulas

    @vpekar
    vpekar committed Nov 3, 2016
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  2. Removed unused import

    @vpekar
    vpekar committed Nov 3, 2016
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  3. Removed unused import

    @vpekar
    vpekar committed Nov 3, 2016
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  4. Corrected IGR formula

    @vpekar
    vpekar committed Nov 3, 2016
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  5. Updated docstrings

    @vpekar
    vpekar committed Nov 3, 2016
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Commits on Dec 8, 2016

  1. Added info_gain and info_gain_ratio examples

    @vpekar
    vpekar committed Dec 8, 2016
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  2. Fixed PyFlakes errors

    @vpekar
    vpekar committed Dec 8, 2016
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Commits on Dec 29, 2016

  1. Code refactoring, using safe_sparse_dot on all matrix types

    @vpekar
    vpekar committed Dec 29, 2016
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  2. Reverted feature_selection.rst

    @vpekar
    vpekar committed Dec 29, 2016
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  3. Using max as the default globalization strategy

    @vpekar
    vpekar committed Dec 29, 2016
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Commits on Jan 2, 2017

  1. Updated docstrings and rst documentation

    @vpekar
    vpekar committed Jan 2, 2017
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  2. Merge branch 'master' into ig-and-igr-feature-selection

    @vpekar
    vpekar committed Jan 2, 2017
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  3. Docstrings: links only on titles

    @vpekar
    vpekar committed Jan 2, 2017
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Commits on Jan 9, 2017

  1. Refactored to calculate IGR inside _info_gain; added tests against ma… 

    …nual values; moved IGR tests
    @vpekar
    vpekar committed Jan 9, 2017
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  2. Removed IGR tests

    @vpekar
    vpekar committed Jan 9, 2017
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  3. Added an example comparing different univariate feature selection fun… 

    …ctions
    @vpekar
    vpekar committed Jan 9, 2017
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  4. Removed IG and IGR from two examples

    @vpekar
    vpekar committed Jan 9, 2017
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  5. Fixed PEP errors

    @vpekar
    vpekar committed Jan 9, 2017
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  6. Fixed more PEP errors

    @vpekar
    vpekar committed Jan 9, 2017
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Commits on Jan 10, 2017

  1. Using CountVectorizer in feature selection example; added chart for p… 

    …rocessing times
    @vpekar
    vpekar committed Jan 10, 2017
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Commits on Apr 26, 2024

  1. merge with main after 7 years

    @StefanieSenger
    StefanieSenger committed Apr 26, 2024
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  2. update example

    @StefanieSenger
    StefanieSenger committed Apr 26, 2024
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  3. update test

    @StefanieSenger
    StefanieSenger committed Apr 26, 2024
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Commits on Apr 28, 2024

  1. sparse containers for testing

    @StefanieSenger
    StefanieSenger committed Apr 28, 2024
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Commits on Apr 29, 2024

  1. error corrected docstrings

    @StefanieSenger
    StefanieSenger committed Apr 29, 2024
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Commits on May 3, 2024

  1. added testing for aggretate={'mean', 'sum'}

    @StefanieSenger
    StefanieSenger committed May 3, 2024
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  2. Merge branch 'main' into information_gain

    @StefanieSenger
    StefanieSenger committed May 3, 2024
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Commits on May 10, 2024

  1. add test for equally distributed classes

    @StefanieSenger
    StefanieSenger committed May 10, 2024
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  2. unfunctional code removed

    @StefanieSenger
    StefanieSenger committed May 10, 2024
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Commits on May 13, 2024

  1. Merge branch 'main' into information_gain

    @StefanieSenger
    StefanieSenger committed May 13, 2024
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  2. update changelog

    @StefanieSenger
    StefanieSenger committed May 13, 2024
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  3. Apply suggestions from code review 

    Co-authored-by: Omar Salman <omar.salman@arbisoft.com>
    @StefanieSenger @OmarManzoor
    StefanieSenger and OmarManzoor committed May 13, 2024
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Commits on May 17, 2024

  1. Merge branch 'main' into information_gain

    @StefanieSenger
    StefanieSenger committed May 17, 2024
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Commits on May 21, 2024

  1. resolve merge conflict

    @StefanieSenger
    StefanieSenger committed May 21, 2024
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  2. delete classes.rst again

    @StefanieSenger
    StefanieSenger committed May 21, 2024
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