Isolation Forest算法总结
一. iForest算法原理
Isolation Forest(简称iForest)由Isolation Tree(简称iTree)构成。
1. iTree
2. iForest
参考文献:
[1] Isolation Forest
[2] Isolation-based Anomaly Detection
[3] 异常挖掘Isolation Forest:http://www.jianshu.com/p/1b020e2605e2
[4] 异常检测算法--Isolation Forest:http://www.cnblogs.com/fengfenggirl/p/iForest.html
[5] iForest(Isolation Forest)孤立森林:http://www.jianshu.com/p/5af3c66e0410
[6] iForest anomaly detection codes (Matlab Version):https://github.com/zhuyemvp/iForest