query: I understand over-fitting in RandomForest algorithm is taken care by bootstrapping & bagging but what happens if we prune the trees and apply bagging?
positive_passages.docid: 151724
positive_passages.text: Why is pruning not needed for random forest trees?
negative_passages.docid: 123322
negative_passages.text: How to make Random Forests more interpretable?
negative_passages.docid: 26779
negative_passages.text: Rule of thumb for number of bootstrap samples
negative_passages.docid: 24750
negative_passages.text: Are unbalanced datasets problematic, and (how) does oversampling (purport to) help?
negative_passages.docid: 130101
negative_passages.text: How to fit a lognormal distribution in Python?
negative_passages.docid: 137852
negative_passages.text: How does TREE(3) grow to get so big? (Laymen explanation)
negative_passages.docid: 12416
negative_passages.text: Random Forest mtry Question
negative_passages.docid: 150758
negative_passages.text: How does cross-validation overcome the overfitting problem?
negative_passages.docid: 16895
negative_passages.text: "User memory limit exceeded" using Random Forest classification
negative_passages.docid: 129831
negative_passages.text: What is the computational cost of random search algorithm?
negative_passages.docid: 12028
negative_passages.text: Do we have to tune the number of trees in a random forest?
negative_passages.docid: 22001
negative_passages.text: What is bootstrapping?
negative_passages.docid: 107720
negative_passages.text: Resampling / simulation methods: monte carlo, bootstrapping, jackknifing, cross-validation, randomization tests, and permutation tests
negative_passages.docid: 47428
negative_passages.text: Can a random forest be used for feature selection in multiple linear regression?
negative_passages.docid: 109534
negative_passages.text: Are there problems with arbitrary application of bootstrap?
negative_passages.docid: 121998
negative_passages.text: R's randomForest can not handle more than 32 levels. What is workaround?
negative_passages.docid: 123307
negative_passages.text: Ideas for outputting a prediction equation for Random Forests