UNIT 2 –Basics of Feature Engineering
FEATURE SUBSET SELECTION – Part-3
Issues in high-dimensional data
Key drivers of feature selection – feature relevance and redundancy
Measures of feature relevance and redundancy
Overall feature selection process
Feature selection approaches
1. Filter approach
2. Wrapper approach
3. Hybrid approach
4. Embedded approach