Standardization or Normalization
Rule of Thumb for Standardization or Normalization
- If possible, run both
- else If Unsupervised, Standardization
- else if there is Outlier, Standardization (Normalization will squeeze the data)
- also in case of outlier, another solution is to use clipping
- else, Normalization