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naive_bayes

the code corresponding to my csdn blog naive bayes series 对应我的朴素贝叶斯博客的代码与ipython notebook

详细的讲解与手把手的教程讲解请戳博文

  1. iris_classification_using_naive_bayes.py为用朴素贝叶斯完成的iris花分类，数据为scikit-learn自带data
  2. sohu_news_topic_classification_using_naive_bayes.py为纯手工完成的朴素贝叶斯搜狐新闻主题分类器，数据可在搜狐新闻数据上下载。
  3. Kaggle_San_Francisco_Crime_Classification.ipynb为使用朴素贝叶斯完成分类器的ipython notebook，对应Kaggle比赛San Francisco Crime Classification。使用到的数据可在Kaggle数据页面或者我的百度云盘中下载到。
  4. Kaggle_movie_reviewer_sentiment_analysis.ipynb为使用朴素贝叶斯完成分类器的ipython notebook，对应Kaggle比赛Bag of Words Meets Bags of Popcorn。使用到的数据可在Kaggle数据页面或者我的百度云盘中下载到。

有问题欢迎联系[email protected]

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