in this section will be categorical feature selection on breast cancer dataset
Feature selection is the process of selecting a subset of relevant features from a larger set to improve model performance or reduce computational complexity. Types of feature selection refers to various methodologies or approaches used to select a subset of features from the original feature set. These methodologies can be broadly categorized into three main types:
- Filter Methods
- Wrapper Methods
- Embedded Methods