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Comprehensive SVM

SVM

  • For 2D Gaussian data (two groups)

  • Using linear kernel

SVM

Platt Scaling

  • Using Levenberg-Marquardt algorithm to fit the sigmoid function

Platt Scaling

ROC Curve

ROC