Bike Buyers Prediction (Compare Two Class DTree & Boosted DTree)
Going by the metrics, Decision Tree is better than Boosted Decision Tree
Decision Tree Result:
Accuracy: 0.723
Precision: 0.752
Recall: 0.667
F1 Score: 0.707
Boosted Decision Tree Result:
Accuracy: 0.683
Precision: 0.707
Recall: 0.627
F1 Score: 0.664