Scaler Fitting

The Scaler Fitting module can be used to determine the parameters for feature scaling and save them in a file. These parameters can then be used in the Scaler module.

The parameters required for scaling are determined depending on the operation mode.

Normalization:

Standardization:

Optionally, a Boolean signal can be selected for the Enable Execution input so that the algorithm is only active if the value of the selected signal is TRUE.

Configuration options

• Scaling Mode: Mode for scaling.
  Normalization
  Standardization
• File Path: Specifies the file path for the file in which the scaling parameters are saved. File type: json.

Output values

• Scaling Param 1: The value of the first scaling parameter depends on the scaling mode set.
  Normalization: Smallest value of the input signal
  Standardization: Average value of the input signal
• Scaling Param 2: The value of the second scaling parameter depends on the scaling mode set.
  Normalization: Largest value of the input signal
  Standardization: Standard deviation of the input signal