INF442 Amphi 7:Linear models for regression | Standard Template Library

• k-NN的优缺点
• 1. Linear model for regression
• • Ordinary Least Squares(OLS) estimator
  • Optimality
  • Evaluation
  • Degenerate Cases
  • Sol: Regularization
  • Ridge Regression
• 2. Non-Linear regression
• • 2.1 Using basis functions
  • 2.2 Using kernels [Hors Programme]
• 3. Standard Template Library
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