Model Development
71
terms
Data Splitting
8
terms
Data Preprocessing
9
terms
Feature Selection
11
terms
- Filter Methods
- Mutual Information Feature Selection
- Chi-Square Feature Selection
- ANOVA F-Test Feature Selection
- Wrapper Methods
- Recursive Feature Elimination (RFE)
- Sequential Feature Selection
- Embedded Methods
- L1-Based Feature Selection
- Tree-Based Feature Importance
- Linear Discriminant Analysis (LDA)
Classification Loss Functions
11
terms
Regression Loss Functions
6
terms
Optimization And Training
10
terms
Regularization And Generalization
8
terms