Ensemble models, comprising multiple algorithms or simulations to improve prediction accuracy, are increasingly being applied ...

Isolation Forest detects anomalies by isolating observations. It builds binary trees (called iTrees) by recursively ...

Three different modeling methods based on Bagging and binary tree are proposed to replace the traditional complex ensemble model, which reduces the training difficulty of the model and improves the ...