Preprocessing
The following utility functions are available to change raw feature data into a representation that is more suitable for the downstream estimators:
- Encoding
- Categorical
- Label Binarizer (labelbinarizer, labelbinarizertransform)
- Label Encoder (labelencoder, labelencodertransform)
- Imputation
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- impute
- imputetransform
- Normalization
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- Max Absolute Normalizer (maxabsnormalize, maxabsnormalizetransform)
- MinMax Absolute Normalizer (minmaxnormalize)
- Standardizer (standardize, standardizetransform)
- Split Data
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- splitdata