Machine Learning Concept

Feature Scaling

Standardize or min-max — the distribution keeps its shape, only the axis changes.

method
raw scaled
mean μ
94.6
std σ
41.0
spotlight raw
150
→ scaled
1.35
new range
centered · σ = 1
tip: same dots, same shape — read the new axis underneath
scale.py