Question 1: Single choice
mediumAI-checkedDecision Trees & EnsemblesBoosting runs on 10 training points with these weak classifiers, each listed with the points it misclassifies:
| classifier | A | B | C | D | E | G |
|---|---|---|---|---|---|---|
| misclassified | 2, 3, 4, 5 | 1, 6, 7, 9 | 3, 4, 5, 8 | 1, 2, 4, 5, 6, 7, 8 | 3, 10 | 8, 9, 10 |
Weights start at . Each round picks the classifier with the smallest weighted error (ties go to the earlier letter); then the misclassified points are rescaled to total weight and the correct ones to total weight . Which classifier is picked in round 2?