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mrsaiz
4ModelEvaluation.pptx8. Model Evaluation
Model Evolution!
Tools
Confusion matrix
Lift charts
ROC (receiver operator characteristic)
Confusion Matrix
Performance metrics
Performance metrics
Back to 2nd Heart Attack Case
Back to 2nd Heart Attack Case
RECEIVER OPERATOR CHARACTERISTIC
Based on ROC Decision TREE Outperformed the other models! Therefore, I will use it! No need for ROC anymore!
Go back to what we had before applying the ROC!
Check the Results Window!
LIFT CURVES
