Classification/preprocessing/ishwari-modelspecific
This update includes a renamed branch and model-specific preprocessing for the Census Income dataset, tailored for:
- Decision Tree
- Label encoding applied to categorical features
- Ordinal encoding for education
- Saved as: census_income_Decision_Tree.csv
- SVM & MLP
- One-hot encoding for categorical features
- Standardization applied to: age, education, hours-per-week
- Target variable binary encoded (Income)
- Saved as: census_income_SVM_MLP.csv
The notebook preprocessing_ishwari.ipynb has been updated with these changes and has synced updated .gitlab-ci.yml from main.