iForest-master
所属分类：其他
开发工具：matlab
文件大小：2290KB
下载次数：51
上传日期：2018-10-02 21:03:47
上 传 者：
西南的
说明： 孤立森林 是一个基于Ensemble的快速异常检测方法，具有线性时间复杂度和高精准度，是符合大数据处理要求的state-of-the-art算法
(Isolated forest is a fast anomaly detection method based on Ensemble. It has linear time complexity and high precision. It is a state-of-the-art algorithm that meets the requirements of large data processing.)
文件列表:
Data (0, 2018-01-18)
Data\breastw_683.csv (33936, 2018-01-18)
Data\http_567497.csv (12940534, 2018-01-18)
Data\shuttle_49097.csv (4041694, 2018-01-18)
IsolationEstimation.m (754, 2018-01-18)
IsolationForest.m (1814, 2018-01-18)
IsolationMass.m (1254, 2018-01-18)
IsolationTree.m (1988, 2018-01-18)
LICENSE (35141, 2018-01-18)
Measure_AUC.m (1665, 2018-01-18)
run_iForest.m (1299, 2018-01-18)
# Isolation Forest (iForest)
iForest anomaly detection codes (Matlab Version R2016a)
Revised by Ye Zhu, Monash University, April 2017, version 1.0. Basic functions are originally written by Guang-Tong Zhou.
Copyright by Guang-Tong Zhou, April, 22, 2012 (zhouguangtong@gmail.com).
This software is under GNU General Public License version 3.0 (GPLv3)
Reference:
Liu, F. T., Ting, K. M., & Zhou, Z. H. (2012). Isolation-based anomaly detection. ACM Transactions on Knowledge Discovery from Data (TKDD), 6(1), 3.
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