From 0e269322013878d51b2a138cfae245d2af72e2b9 Mon Sep 17 00:00:00 2001 From: benjas <909336740@qq.com> Date: Mon, 26 Apr 2021 19:41:39 +0800 Subject: [PATCH] Add. What is Anomaly? --- .../1. 异常检测——概述.md | 37 ++++++++++++++++++ .../assets/1619436606950.png | Bin 0 -> 203116 bytes 2 files changed, 37 insertions(+) create mode 100644 机器学习算法理论及应用/李宏毅——异常检测/assets/1619436606950.png diff --git a/机器学习算法理论及应用/李宏毅——异常检测/1. 异常检测——概述.md b/机器学习算法理论及应用/李宏毅——异常检测/1. 异常检测——概述.md index b94f7a1..41cb157 100644 --- a/机器学习算法理论及应用/李宏毅——异常检测/1. 异常检测——概述.md +++ b/机器学习算法理论及应用/李宏毅——异常检测/1. 异常检测——概述.md @@ -4,3 +4,40 @@ Problem Formulation +- 有一批训练数据如:{x1,x2,...,xn} +- 我们想从这批输入数据中分出类似的,或者不类似的 + +![1619436116620](assets/1619436116620.png) + +> 类似上图,找出数据中anomaly的数据,这个anomaly并不表示它是有问题,只是说它跟大多数数据不一样。有可能是特别好的,有可能是特别坏的。 + + + +### 什么是异常 + +What is Anomaly? + +什么是异常取决于大部分是什么 + +![1619436606950](assets/1619436606950.png) + +> 你给它看很多雷丘,那么皮卡丘就是异常 +> +> 你给它看很多皮卡丘,那么雷丘就是异常 +> +> 你给它看很多神奇宝贝,那么数码宝贝就是异常 + + + +### 异常检测的应用 + +Applications + +- Fraud Detection(诈欺检测) + - Training data:正常刷卡行为,x:盗刷? + - Ref: https://www.kaggle.com/ntnu-testimon/paysim1/home + - Ref: https://www.kaggle.com/mlg-ulb/credicardraud/home +- Network Intrusion Detection(入侵检测) + - Training data:正常连接,x:攻击行为? + - Ref:http://kdd.ics.uci.edu/databases/kddcup99/kddcup99.html +- \ No newline at end of file diff --git a/机器学习算法理论及应用/李宏毅——异常检测/assets/1619436606950.png b/机器学习算法理论及应用/李宏毅——异常检测/assets/1619436606950.png new file mode 100644 index 0000000000000000000000000000000000000000..53b8719530361005fda74135fe79dbf7515ee46e GIT binary patch literal 203116 zcmX_nbyyqW@-1f#U97+$FfX6nFc!zwh4rPo6xR zWOw%6nKS2{cM`6oAc=}Zhy(=%g(@v2rUC^8;|c`@?STLX9AU7*g-*p1Bn^ytXgEg?~= zgaIOn-D-_yQ`!E<;iZ^H526m56ncmH|6d#jMEqw7EOP_l2><`fMo^yc!GGQZNB=q= zkh#GT-fy6bsC6*a*Tc0xE}ecm-fjNx4;BbfMLggONV&^AM(O01<3_v3FsA=^G93`Y zD#?c&D25`&zF)~rh!jdPb~ZJ2;34z>1h9f=iQd9XETCLQ>#8!06kbLvQ*mt1yH$sS zVfWvl>{0SD8g}-o!D_+v4+}rg)n)gsE0>Q1-h5B5O4Xar_Fugr2o$j@`Yww9yDdLk z8<9IBDO=83w&fpczLR`&0%tGrDdo1i4Ltt*Fbz2N!ELMb%~#4SSx>oU)BjnI&PvN) zdW$Q~8}1m9%ff1Y44KC*MAXhL`kfKS?duxB#}Z14ZcF4A|6RPN>T<-@^2_nx4WE`r 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