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filtro 0.2.0

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@franceslinyc franceslinyc released this 26 Aug 23:21
v0.2.0
2d5acc7
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Learn about vigilant mode.

  • Added five new scoring methods: correlation, random forest feature importance, information gain, area under the ROC curve, and cross tabulation filters.

  • Transitioned from S3 to S7 and refactored S7 for improved clarity, maintainability, and performance.

  • Added multiple new functions to support ranking of single score. show_best_score_prop(), show_best_score_num(), show_best_score_cutoff(), show_best_score_dual(), rank_best_score_min() and rank_best_score_dense() can be used to select and rank single score.

  • Added two new functions to support ranking of multiple scores. show_best_desirability_prop() and show_best_desirability_num() can be used for multiparameter optimization via desirability functions.

  • Added multiple utility functions to support handling of both single and multiple scores: arrange_score(), fill_safe_value(), bind_scores(), and fill_safe_values().

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