Part 19-Performance metrics for machine learning classification models

Chapters: 0:00 The confusion matrix 5:31 Accuracy, Precision, Recall and F1 score 16:25 The MMC (Matthews Correlation Coefficient) 20:40 ROC and AUC - In this crash course, I will be reviewing the basics and fundamental concepts of machine learning and its applications in finance. - For watching my full lecture videos and applications of machine learning using Python, please check out the "Machine Learning in finance-2021" playlist on my channel. - All the codes and slides are available on my GitHub account. Cheers, Pedram