When to use StandardScaler vs MinMaxScaler?

Asked by Emma Wilson Mar 25, 2025 intermediate 759 views
42

I'm preprocessing data for machine learning and confused about when to use different scalers:

  • StandardScaler
  • MinMaxScaler
  • RobustScaler

What's the difference? Does it matter which algorithm I'm using (linear regression, neural network, etc.)?

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