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周志华《机器学习》又称西瓜书是一本较为全面的书籍,书中详细介绍了机器学习领域不同类型的算法(例如:监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等),记录了本人在学习过程中的理解思路与扩展知识点,希望对新人阅读西瓜书有所帮助!

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10.2.1 中有错误录入

“显然a和b代表着聚类结果好坏的正能量,b和c则表示参考结果和聚类结果相矛盾”中的 b应该是d

2.5.2中有错误

初次接触时,FN与FP很难正确的理解....False->Negtive,即将错的预测为错的。

图片失效

图片失效了,希望作者可以补充下

书写错误

在2.5.3 ROC与AUC中,绘制ROC曲线时,ROC曲线的纵坐标应该是TPR,横坐标是FPR

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