Scalers

Scalers for input and output variables can be changed by adding a X_SCALER/Y_SCALER section to the config. The X_SCALER section represents the input variable scaler and the Y_SCALER section represents the output variable scaler.

Identity Scaler

Apply identity scaling (values are not changed at all).

X_SCALER:
  NAME: "IdentityScaler"

Y_SCALER:
  NAME: "IdentityScaler"

Min-Max Scaler

Scale values to a certain range (0-1).

X_SCALER:
  NAME: "MinMaxScaler"

Y_SCALER:
  NAME: "MinMaxScaler"

Standard Scaler

Standardize values.

X_SCALER:
  NAME: "StandardScaler"

Y_SCALER:
  NAME: "StandardScaler"