In my understanding, classifiers that tend to overfit (high variance) are unstable. Two examples would be unpruned decision trees and k-Nearest Neighbors with small k. Can you suggest some more classifiers like this that would have high variance?
Asked
Active
Viewed 541 times
2
-
See https://stats.stackexchange.com/questions/323131/what-base-classifiers-to-use-with-bagging/323146#323146 – DaL Jan 18 '18 at 07:30
-
Classifiers based on Neural Nets are unstable too. – Edgar Acuna May 03 '18 at 16:09