From d79dfa2edad589018e5eafac5bfdb4938b4d6de9 Mon Sep 17 00:00:00 2001 From: benjas <909336740@qq.com> Date: Mon, 19 Apr 2021 22:56:49 +0800 Subject: [PATCH] Add. A story about the Logistic regression --- .../6.逻辑斯蒂回归与最大熵.md | 19 ++++++++++++++++++ .../assets/1618839609843.png | Bin 0 -> 213648 bytes 2 files changed, 19 insertions(+) create mode 100644 机器学习算法理论及应用/李航——统计学习方法/assets/1618839609843.png diff --git a/机器学习算法理论及应用/李航——统计学习方法/6.逻辑斯蒂回归与最大熵.md b/机器学习算法理论及应用/李航——统计学习方法/6.逻辑斯蒂回归与最大熵.md index f4dfb90..6e0e042 100644 --- a/机器学习算法理论及应用/李航——统计学习方法/6.逻辑斯蒂回归与最大熵.md +++ b/机器学习算法理论及应用/李航——统计学习方法/6.逻辑斯蒂回归与最大熵.md @@ -6,3 +6,22 @@ Knowledge tree ![1618835422531](assets/1618835422531.png) +相较前面的算法,性能更好,也更符合工业场景 + + + +### 一个逻辑斯蒂回归回归的故事 + +A story about the Logistic regression + +1. 之前的f(x) = sign(w*x+b)只输出+1和-1,这样的判别方式真的有效吗? +2. 超平面左侧0.001距离的点和超平面右侧0.001距离的点真的有天壤之别吗? + +![1618839609843](assets/1618839609843.png) + +> 如上面两个黑点,明明只差分毫,却变成了+1或者-1。这也是感知机的缺陷 + +**我们想要解决的:** + +1. 怎么解决极小距离带来的+1和-1的天壤之别 +2. 怎么让最终的预测式子连续可微 \ No newline at end of file diff --git a/机器学习算法理论及应用/李航——统计学习方法/assets/1618839609843.png b/机器学习算法理论及应用/李航——统计学习方法/assets/1618839609843.png 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