Boukhers Zeyd. Machine Learning and Data Mining. Lecture 3. Classification 2

The lecture, Institute for Web Science and Technologies, University of Koblenz-Landau, Germany, Dr. Zeyd Boukhers, 2019, 43 p.Class imbalance problem.
k-nearest.
Classification.
Regression.
K-D tree.
Overfitting.
How to choose the best K.
Evaluation.
Confusion matrix.
Precision.
Recall.
F-Score.
Overall accuracy.
Bayesian classification.
Bayes theorem.
Naive Bayes.