XII Lezione Koroliouk - Introduction into Neural Networks and Deep Learnig

Lecture 12 AUC, ROC curves. Logistic regression
Analysis of unbalanced samples. Accuracy, precision, recall, F1. ROC curve (ROC curve) to determine the threshold value. ROC curve for comparing classifiers. Area under curve (AUC). Logistic regression.