Decision Trees, Gini index, and Information Gain
medium
1 of 5 Lessons
K-Nearest Neighbors and naive Bayes classifiers
medium
2 of 5 Lessons
Linear SVM and margin maximization
medium
3 of 5 Lessons
The Kernel trick and non-linear SVMs
medium
4 of 5 Lessons
Evaluation metrics: ROC, AUC, Precision-Recall curves
medium
5 of 5 Lessons