Feature Encoding

Contents

2.3.1. Feature Encoding#

This chapter outlines the different ways of performing Feature Encoding

2.3.1.1. Categorical Encoding#

2.3.1.2. One hot Encoding#

2.3.1.3. Ordinal Encoding#

2.3.1.4. Count Encoding#

2.3.1.5. Rare Label Encoding#

2.3.1.6. Monotonic Encoding#

2.3.1.7. Ordered Ordinal Encoding#

2.3.1.8. Mean Encoding#

2.3.1.9. Weight of Evidence#