Feature Scaling

• a technique to standardize the independent features present in the data in a fixed range

• performed during the data pre-processing.

• 방법들

  1) Min Max Scaler
  2) Standard Scaler
  3) Max Abs Scaler
  4) Robust Scaler
  5) Quantile Transformer Scaler
  6) Power Transformer Scaler
  7) Unit Vector Scaler

출처:https://towardsdatascience.com/all-about-feature-scaling-bcc0ad75cb35