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dpdm's Introduction

dpdm

数据挖掘 data mining

  • 数据探索

    • 特征提取
      • 特征选择
      • 特征提取实现
      • 特征提取监控
    • 数据采样
      • 采样规则定义
      • 采样实现
      • 采样监控
    • 数据降维
      • 降维算法选择
      • 降维实现
      • 降维监控
  • 数据建模

    • 分类模型
      • 分类算法选择
      • 分类实现
      • 分类监控
    • 聚类模型
      • 聚类算法选择
      • 聚类实现
      • 聚类监控
    • 关联模型
      • 关联算法选择
      • 关联实现
      • 关联监控
  • 模型评估

    • 准确度评估
      • 准确度计算方法选择
      • 准确度评估实现
      • 准确度监控
    • 召回率评估
      • 召回率计算方法选择
      • 召回率评估实现
      • 召回率监控
    • 精度评估
      • 精度计算方法选择
      • 精度评估实现
      • 精度监控

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Contributors

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