Available in: Deep Learning, GLM, GAM, K-Means
This option specifies whether to standardizes numeric columns to have zero mean and unit variance. Enabling this option produces standardized coefficient magnitudes in the model output.
Standardization is highly recommended. As such, this option is enabled by default. If you do not use standardization, the results can include components that are dominated by variables that appear to have larger variances relative to other attributes as a matter of scale, rather than true contribution. Only advanced users should disable this option.