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WebData

垃圾邮件分析 运行命令 python interface.py 根据提示输入需要判断的文本 系统会返回spam 或者unspam

参数效果评估 运行命令 python feature.py 参数文件 输出文件 端点记录位置 输入文件

参数文件格式 模型 spam类别权重 降维模型 降维后维度 (模型可选参数为L, S, R对应 逻辑回归,支持向量机,随机森林) (降维模型可选NMF, SVD) 例如:用逻辑回归模型分类,用NMF降维成20维,两类权重相同 L 1 NMF 20

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