From b699f647ebc9634503b59dcd7f67ee9d267d510e Mon Sep 17 00:00:00 2001 From: benjas <909336740@qq.com> Date: Wed, 5 May 2021 16:05:30 +0800 Subject: [PATCH] Add. Knowledge tree --- .../7.支持向量机——升维打击.md | 8 ++++++++ ...——三个臭皮匠,顶个诸葛亮.md | 12 ++++++++++++ .../assets/1620201500519.png | Bin 0 -> 161614 bytes 3 files changed, 20 insertions(+) create mode 100644 机器学习算法原理及推导/李航——统计学习方法/8.提升方法——三个臭皮匠,顶个诸葛亮.md create mode 100644 机器学习算法原理及推导/李航——统计学习方法/assets/1620201500519.png diff --git a/机器学习算法原理及推导/李航——统计学习方法/7.支持向量机——升维打击.md b/机器学习算法原理及推导/李航——统计学习方法/7.支持向量机——升维打击.md index 841042a..fc3a887 100644 --- a/机器学习算法原理及推导/李航——统计学习方法/7.支持向量机——升维打击.md +++ b/机器学习算法原理及推导/李航——统计学习方法/7.支持向量机——升维打击.md @@ -362,3 +362,11 @@ Sequetial minimal optimization 两个α都找到一个,进行优化,然后找下一对α,直到再也找不到不违反KKT的α为止。 +### 总结 + +Summary + +1. SVM首先从最大间隔出发,设计了可构造最优超平面的线性模型。 +2. 考虑到存在噪音或有部分点让人很为难,添加了软间隔。变成了具有软间隔功能的线性模型。 +3. 通过对数据的升维,使得模型变成了非线性。可以用于非线性数据集。 +4. 升维后无穷维的点积运算难以实现,引入了核函数简化运算。 \ No newline at end of file diff --git a/机器学习算法原理及推导/李航——统计学习方法/8.提升方法——三个臭皮匠,顶个诸葛亮.md b/机器学习算法原理及推导/李航——统计学习方法/8.提升方法——三个臭皮匠,顶个诸葛亮.md new file mode 100644 index 0000000..0e1d6d8 --- /dev/null +++ b/机器学习算法原理及推导/李航——统计学习方法/8.提升方法——三个臭皮匠,顶个诸葛亮.md @@ -0,0 +1,12 @@ +# 8.提升方法——三个臭皮匠,顶个诸葛亮 + +boosting + +多个弱分类器组合 + + + +### 知识树 + +![1620201500519](assets/1620201500519.png) + diff --git a/机器学习算法原理及推导/李航——统计学习方法/assets/1620201500519.png b/机器学习算法原理及推导/李航——统计学习方法/assets/1620201500519.png new file mode 100644 index 0000000000000000000000000000000000000000..ede39056b32f20436994cdbdb1c128a7083c5bba GIT binary patch literal 161614 zcmYg%WmFu|)+`AG3-0a?!DaB^?gR+I-GaLYcXxLP!GZ;cpo0(Y?(VLybMJT8dO!F< zPfyR0efF+hRUNLZD20qjfCvQzg)Ad2t_lV9{ss7Z4-X4m(RuGU4+TXAB_l4P?w)nr ze&_zg4ukrFieb~e5#5cj)o(}gSOyovO$lQV`^6qq)w8_j7z$b?ZC*kJaYY 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