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anomaly-identification's Introduction

config.py 设置阈值参数

topsis.py 输入:项目某月外包员工产出数据 输出:该月外包员工排名

Isolation_forest.py 输入:某个外包员工每个月的产出数据 输出:该外包员工每个月的异常得分

State_Anomaly.py 输入:外包员工名单 步骤: list = null for e in employee_set: get dataset of e (获取员工e月度的产出序列数据) count = Isolation_forest.get_anomaly_count (调用Isolation_forest文件构建孤立森林,并得到异常点计数) if count > treshold: list.add(e) 输出:个人状态异常的外包员工名单 备注:对识别出的个人状态异常的员工,后续需要回调Isolation_forest.py进行画图展示等

main.py 测试/执行

文件结构根据华为需要进行调整

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