MinMaxScaler is the OG scaler. what is minmaxscaler in python do? Simple: (x - min) / (max - min).
Pros:
- Easy to understand
- Preserves original distribution
Cons:
- Sensitive to outliers
- Doesn’t center data like StandardScaler
Still, it’s a great starting point!
Pros:
- Easy to understand
- Preserves original distribution
Cons:
- Sensitive to outliers
- Doesn’t center data like StandardScaler
Still, it’s a great starting point!
