Compare Logistic Regression and Decision Tree Classification
Decision Tree performed better than logistic regression.
Titanic Data Set to predict if passenger Survived.
Data Preprocessing Steps:
- Missing Data Treatment
- Outlier Treatment
- Removing unwanted features
- Edit Metadata
- SQL transformation
- Execute Python Script
ML Algos,
Logistic Regression , given AUC 83%
Decision Tree, given AUC 86%.
