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Improvement of automatic text detection #903

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Improvement of automatic text detection #903

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Commits on Dec 19, 2022

  1. - rebase on master

    @andreygetmanov
    andreygetmanov committed Dec 19, 2022
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  2. - now tfidf tries to fit on every potential text col 

    - reduced fraction of unique values
- added min vocabulary size param
- added class labels property to multimodal
    @andreygetmanov
    andreygetmanov committed Dec 19, 2022
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  3. - added autodetection of columns with links 

    - tests adapted for new functionality
    @andreygetmanov
    andreygetmanov committed Dec 19, 2022
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  4. - fixed bug with crash on tuning

    @andreygetmanov
    andreygetmanov committed Dec 19, 2022
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  5. - added ngram_range=(1,4) to search space 

    - minor changes
    @andreygetmanov
    andreygetmanov committed Dec 19, 2022
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  6. - minor changes

    @andreygetmanov
    andreygetmanov committed Dec 19, 2022
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  7. - max_features of tfidf is set to 10e5 to reduce memory consumption

    @andreygetmanov
    andreygetmanov committed Dec 19, 2022
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  8. - word2vec trained outline

    @andreygetmanov
    andreygetmanov committed Dec 19, 2022
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  9. Fixed R2 calculation

    @andreygetmanov
    andreygetmanov committed Dec 19, 2022
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  10. Fixed bug with regression test

    @andreygetmanov
    andreygetmanov committed Dec 19, 2022
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