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Created by Elizaveta Lutsenko@LizLutsenkoOwner

Investigate new data operations for feature engineering and ensembling

Created by: J3FALL

  • Add simple Ensembling methods, such as TopModel, WeightedEnsemble and AverageEnsemble
  • Discover the best practises of FE methods for classification/regression of table-like datasets
  • Perform the experiments with expert-based feature engineering as a separate DataOperation blocks
  • Think about special presets of models/operations for classification/regression
  • Try feature generation methods, for instance, like featuretools