Searching for a Good Decision Tree
{"Image DocumentName": "Searching for a Good Decision Tree", "Image ImageDescription": "Given some data, which decision tree should be generated? Search space is huge (more on this later) Need a bias to guide the selection of a good tree. Example, prefer the smallest tree. Least depth? Fewest nodes? Which trees are the best predictors of unseen data? How should one go about building a decision tree? The space of decision trees is too big for systematic search for the smallest decision tree.", "Image XResolution": "37", "Image YResolution": "37", "Image ResolutionUnit": "Pixels/Centimeter", "Image Software": "SlidePlayer", "Image YCbCrPositioning": "Centered"}