RandomPatches.md (392B)
1 # Random Patches (Method) 2 3 ML D5 4 5 **Definition:** The random patches method for random sampling uses bagging (sometimes pasting) as well as selecting a random subset of features. 6 7 This ensures both a random subset of samples and a random set of features. This reduces variance but increases bias. 8 9 This is useful for high-dimensional inputs like images that take a long time to train models.