孤立森林

概述

对sklearn孤立森林算法的封装。

输入

输出

数据集

参数说明

样例

inputs = {
    "dataframe": None  # @input {"label":"dataframe","type":"DataFrame"}
}
params = {
    "inputs": inputs,
    "select_columns_str": "",  # @param {"label":"select_columns_str","type":"string","required":"false","helpTip":""}
    "n_estimators": 100,  # @param {"label":"n_estimators","type":"integer","required":"false","helpTip":""}
    "max_samples": "auto",  # @param {"label":"max_samples","type":"string","required":"false","helpTip":""}
    "contamination": "auto",  # @param {"label":"contamination","type":"string","required":"false","helpTip":""}
    "max_features": 1.0,  # @param {"label":"max_features","type":"number","required":"false","helpTip":""}
    "bootstrap": False  # @param {"label":"bootstrap","type":"boolean","required":"false","helpTip":""}
}
isolation_forest____id___ = MLSIsolationForest(**params)
isolation_forest____id___.run()
# @output {"label":"dataframe","name":"isolation_forest____id___.get_outputs()['output_port_1']","type":"DataFrame"}