Can I read ROC Curve and AUC Analysis Guide on EtoBox?

ROC Curve and AUC Analysis Guide by Nermine Limeme is a document available to read on EtoBox.

What is ROC Curve and AUC Analysis Guide about?

The document discusses implementing ROC curves and AUC to evaluate binary classification models and select optimal threshold values. It generates sample data and trains Random Forest, Logistic Regression, AdaBoost and KNN models, calculating ROC-AUC scores. Thresholds are selected to maximize accuracy based on calculated TPR, FPR and thresholds from the ROC curve.

Author

Nermine Limeme

Language

EN