kumoai.encoder.Scaler#
- class kumoai.encoder.Scaler[source]#
Bases:
StrEnumKumo-supported numerical value scaling strategies.
- STANDARD = 'standard'#
Scale values with z-score normalization. Equivalent to StandardScaler.
- MINMAX = 'minmax'#
Scale values by subtracting the minimum value and dividing by the range. Equivalent to MinMaxScaler.
- ROBUST = 'robust'#
Scale values by subtracting the median and dividng by the range between the first and third quartiles. Equivalent to RobustScaler.