From 4215f90fd539967f59f3a4350e9fa2ab3f5b5622 Mon Sep 17 00:00:00 2001 From: benjas <909336740@qq.com> Date: Thu, 15 Apr 2021 23:24:29 +0800 Subject: [PATCH] Add. Summarization --- .../4.朴素贝叶斯.md | 30 ++++++++++++++++++ .../assets/1618499911394.png | Bin 0 -> 144337 bytes .../assets/1618499933265.png | Bin 0 -> 4270 bytes .../assets/1618499978692.png | Bin 0 -> 55173 bytes .../assets/1618499987375.png | Bin 0 -> 55900 bytes .../assets/1618499996865.png | Bin 0 -> 56825 bytes .../assets/1618500113195.png | Bin 0 -> 25413 bytes 7 files changed, 30 insertions(+) create mode 100644 机器学习算法理论及应用/李航——统计学习方法/assets/1618499911394.png create mode 100644 机器学习算法理论及应用/李航——统计学习方法/assets/1618499933265.png create mode 100644 机器学习算法理论及应用/李航——统计学习方法/assets/1618499978692.png create mode 100644 机器学习算法理论及应用/李航——统计学习方法/assets/1618499987375.png create mode 100644 机器学习算法理论及应用/李航——统计学习方法/assets/1618499996865.png create mode 100644 机器学习算法理论及应用/李航——统计学习方法/assets/1618500113195.png diff --git a/机器学习算法理论及应用/李航——统计学习方法/4.朴素贝叶斯.md b/机器学习算法理论及应用/李航——统计学习方法/4.朴素贝叶斯.md index af31297..bb823ac 100644 --- a/机器学习算法理论及应用/李航——统计学习方法/4.朴素贝叶斯.md +++ b/机器学习算法理论及应用/李航——统计学习方法/4.朴素贝叶斯.md @@ -91,3 +91,33 @@ Mathematical understanding ![1618497157923](assets/1618497157923.png) + + +### 举个例子 + +Example + +试由下表的训练数据学习一个朴素贝叶斯分类器,并确定x=(2,S)T的类标签记y。表中X(1),X(2)为特征,取值的集合分别为A1={1,2,3},A2={S,M,L},Y为类标记,Y∈C = {1,-1}。 + +![1618499911394](assets/1618499911394.png) + +对于给定的![1618499933265](assets/1618499933265.png)计算: + +![1618499978692](assets/1618499978692.png) + +![1618499987375](assets/1618499987375.png) + +![1618499996865](assets/1618499996865.png) + + + +### 总结 + +Summarization + +1. 条件概率公式:![1618500113195](assets/1618500113195.png),表示在已发生事件B的情况下,事件A发生的概率。 +2. 使用条件概率公式逐步导出最后参数估计的步骤需牢记。 +3. 后续会遇到很多类似的推导过程,一般都是先各种替换变复杂最后简化。 + +另,公式存在一点点问题,如公式的分母可能为0。 + diff --git a/机器学习算法理论及应用/李航——统计学习方法/assets/1618499911394.png b/机器学习算法理论及应用/李航——统计学习方法/assets/1618499911394.png new file mode 100644 index 0000000000000000000000000000000000000000..da37116489e322b82a059c18f64349f28b2bd048 GIT binary patch literal 144337 zcmV*bKvchpP)U^#^Hy#xm|8`F|M( 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