devinaa1604 / Classification

This repository is for me to experiment with various Classification Models using Python.

Classification

This repository is for me to experiment with various Classification Models using Python. Refer to the Supplemental folder for the necessary downloads.

Topics Covered

1. Logistic Regression
2. Confusion Matrix
3. Support Vector Machine
4. Decision Tree
5. Random Forest
6. Gradient Boosted Trees
7. Oversampling
8. Undersampling
9. Combination Sampling
10. Evaluation Metrics
11. Precision-Recall Curve (ROC)

Slides

• 11.1 - slides

• 11.2 - Slides

• 11.3 - Slides