trees

lmt 

BFTree (3.7) 

Class for building a best-first decision tree classifier

DecisionStump (3.7) 

Class for building and using a decision stump

FT (3.7) 

Classifier for building 'Functional trees', which are classification trees that could have logistic regression functions at the inner nodes and/or leaves

HoeffdingTree (3.7) 

A Hoeffding tree (VFDT) is an incremental, anytime decision tree induction algorithm that is capable of learning from massive data streams, assuming that […]

Id3 (3.7) 

Class for constructing an unpruned decision tree based on the ID3 algorithm

IsolationForest (3.7) 

Implements the isolation forest method for anomaly detection

J48 (3.7) 

Class for generating a pruned or unpruned C4.5 decision tree

J48graft (3.7) 

Class for generating a grafted (pruned or unpruned) C4.5 decision tree

LMT (3.7) 

Classifier for building 'logistic model trees', which are classification trees with logistic regression functions at the leaves