Algorithm

Min-Max Scaler

Description

Transforms features by scaling each feature to a given range.

Implementation Details

Implemented in `scalers.R`.

transform=function(X){
  X <- as.matrix(X)
  (X - minv)/(maxv - minv + 1e-8)
}

Complexity & Optimization

Time Complexity

O(N * P).

Space Complexity

O(P).

Optimizations

None

Limitations

None listed

Use Cases

General purpose.