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CRAN release v0.4.1

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@ELToulemonde ELToulemonde released this 19 Jul 14:22
9868461
  • New features:
    • New functions:
      • Functions target_encode and build_target_encoding have been implemented to provide target encoding which is the process of replacing a categorical value with the aggregation of the target variable.
      • Function remove_sd_outlier helps to remove rows that have numerical values to extrem.
      • Function remove_percentile_outlier helps to remove rows that have numerical values to extrem (based on percentile analysis).
      • Function remove_rare_categorical helps to remove rows that have categorial values to rare.
    • New features in existing functions :
      • Function prepareSet integrate target_encode function. It is called by providing target_col and target_encoding_functions.