朴素贝叶斯算法实例

    """
    朴素贝叶斯算法案例
    """
    import numpy as np
    #准备数据
    def loadDataSets():
    """
    加载数据集
    :return: dataMatrix,labelList
    """
    dataMatrix = [
        ["stop", "fuck", "you", "bitch", "garbage"],
        ["useless", "dog", "stupid", "worthless"],
        ["suck", "my", "dick", "bitch", "pig", "asshole"],
        ["son", "bitch", "hoocker", "happy"],
        ['my', 'dog', 'has', 'flea', 'problems', 'help', 'please'],
        ['my', 'dalmation', 'is', 'so', 'cute', 'I', 'love', 'him'],
        ['mr', 'licks', 'ate', 'my', 'steak', 'how', 'to', 'stop', 'him'],
    ]