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Adding a pruning method to the tree #941

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Commits on Jul 10, 2012

  1. Introduced pruning to decision trees

    Steve Genoud committed Jul 10, 2012
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  3. Fixed documentation of pruning_order function

    Steve Genoud committed Jul 10, 2012
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  4. Added a max_to_prune argument to pruning_order

    Steve Genoud committed Jul 10, 2012
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Commits on Jul 11, 2012

  1. Incorporated feedback

    Correction of small details (documentation, commented code and return value)
    Steve Genoud committed Jul 11, 2012
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  3. Made n_output an optional value

    Steve Genoud committed Jul 11, 2012
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  4. Cleaned the function documentation (again)

    Steve Genoud committed Jul 11, 2012
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  5. Use shuffle and split to cross validate

    Steve Genoud committed Jul 11, 2012
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  6. First draft of the documentation

    Steve Genoud committed Jul 11, 2012
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Commits on Jul 12, 2012

  1. pep8 corrections

    Steve Genoud committed Jul 12, 2012
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Commits on Jul 24, 2012

  1. Renamed cv_scores_vs_n_leaves as pruned_path

    Also renamed the helper function that plot the result of the function
    sgenoud committed Jul 24, 2012
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