From 87b60e7c2691fcba3839811ca392d8e044f3c207 Mon Sep 17 00:00:00 2001 From: benjas <909336740@qq.com> Date: Thu, 15 Apr 2021 23:16:08 +0800 Subject: [PATCH] Add. Mathematical understanding --- .../4.朴素贝叶斯.md | 18 ++++++++++++++++++ .../assets/1618496995830.png | Bin 0 -> 60176 bytes .../assets/1618497005325.png | Bin 0 -> 37219 bytes .../assets/1618497151734.png | Bin 0 -> 57120 bytes .../assets/1618497157923.png | Bin 0 -> 25513 bytes 5 files changed, 18 insertions(+) create mode 100644 机器学习算法理论及应用/李航——统计学习方法/assets/1618496995830.png create mode 100644 机器学习算法理论及应用/李航——统计学习方法/assets/1618497005325.png create mode 100644 机器学习算法理论及应用/李航——统计学习方法/assets/1618497151734.png create mode 100644 机器学习算法理论及应用/李航——统计学习方法/assets/1618497157923.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 4c7f3c5..af31297 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 @@ -67,9 +67,27 @@ Mathmetical ![1618414502850](assets/1618414502850.png) +> 朴素贝叶斯的“朴素”原因是因为这里假设它们都是相互独立的。 + ![1618414581449](assets/1618414581449.png) ![1618414592721](assets/1618414592721.png) + + +### 参数估计 + +Mathematical understanding + +![1618496995830](assets/1618496995830.png) + +![1618497005325](assets/1618497005325.png) + +> 其中I(yi = Ck) 这里的是指示函数,如果yi属于当前类别,则计1,否则0 + +![1618497151734](assets/1618497151734.png) + +![1618497157923](assets/1618497157923.png) + diff --git a/机器学习算法理论及应用/李航——统计学习方法/assets/1618496995830.png b/机器学习算法理论及应用/李航——统计学习方法/assets/1618496995830.png new file mode 100644 index 0000000000000000000000000000000000000000..4f62a8787ba9e165f11d7c63bbd7b12920e3d14c GIT binary patch literal 60176 zcmXt(Wp|mnki>7$;uA1sIx09ziwNrUpSz8zu4-;>W<`y0S18=G}Hmz+U z%|af{Tk1l3dbH6sMfjMZl!%!!rqGo%0~ZMKkuhq@aN`3sIA6`B{`may{P&V4M)0xm zaTg%}157r@)$yKD>?Sx`?keYCgqLHAH}GYRxdiI3(?wnJU>g0Ws1VF^J(ZlV{9b-8 zO*6Mwb67sli0S#`DQ!wc)>SLhKA)+t(J&@`de^fqrv#JMMa@Wy|MR*fdFcG_*F!+8 z6$A4HdO+p=)~#a8?=Snp8xge7M2uIfHjuOJ$Da$0hj%)s39AcyXg0h1Dt@x$fMwe}EbYG=dgJCYl4HjQg?TgwwJWl!lnN`_Yquk{1?p7^YD5KP^YEJ%%^4 zhf~e+idWZzUmoSy5~)7lQw2mbdmQ%lzeIxcZ6_j#zb}wZTfg#-WV%R~nisR)XTl)N 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