How to Address Overfitting in Decision Trees
{"Image DocumentName": "How to Address Overfitting in Decision Trees", "Image ImageDescription": "The most popular approach: Post-pruning. Grow decision tree to its entirety. Trim the nodes of the decision tree in a bottom-up fashion. If generalization error improves after trimming, replace sub-tree by a leaf node. Class label of leaf node is determined from majority class of instances in the sub-tree.", "Image XResolution": "37", "Image YResolution": "37", "Image ResolutionUnit": "Pixels/Centimeter", "Image Software": "SlidePlayer", "Image YCbCrPositioning": "Centered"}