skcriteria.preprocessing package

Multiple data transformation routines.

• skcriteria.preprocessing._preprocessing_base module
  • SKCTransformerABC
  • SKCMatrixAndWeightTransformerABC
• skcriteria.preprocessing.distance module
  • cenit_distance()
  • CenitDistance
• skcriteria.preprocessing.filters module
  • SKCByCriteriaFilterABC
  • Filter
  • SKCArithmeticFilterABC
  • FilterGT
  • FilterGE
  • FilterLT
  • FilterLE
  • FilterEQ
  • FilterNE
  • SKCSetFilterABC
  • FilterIn
  • FilterNotIn
  • FilterNonDominated
• skcriteria.preprocessing.impute module
  • SKCImputerABC
  • SimpleImputer
  • IterativeImputer
  • KNNImputer
• skcriteria.preprocessing.increment module
  • add_value_to_zero()
  • AddValueToZero
• skcriteria.preprocessing.invert_objectives module
  • SKCObjectivesInverterABC
  • NegateMinimize
  • InvertMinimize
  • MinimizeToMaximize
  • MinMaxInverter
  • BenefitCostInverter
• skcriteria.preprocessing.push_negatives module
  • push_negatives()
  • PushNegatives
• skcriteria.preprocessing.scalers module
  • StandarScaler
  • MinMaxScaler
  • MaxAbsScaler
  • MaxScaler
  • scale_by_vector()
  • VectorScaler
  • scale_by_sum()
  • SumScaler
  • matrix_scale_by_cenit_distance()
  • CenitDistanceMatrixScaler
• skcriteria.preprocessing.weighters module
  • SKCWeighterABC
  • equal_weights()
  • EqualWeighter
  • std_weights()
  • StdWeighter
  • entropy_weights()
  • EntropyWeighter
  • pearson_correlation()
  • spearman_correlation()
  • critic_weights()
  • CRITIC
  • Critic
  • merec_weights()
  • MEREC
  • gini_weights()
  • GiniWeighter
  • rancom_weights()
  • RANCOM