From a951b5dcd1aa9913ca433fc219f7dfee51a49e3e Mon Sep 17 00:00:00 2001 From: Tanuj Vishnoi Date: Thu, 8 Nov 2018 23:57:43 +0530 Subject: [PATCH] Classification full Done --- .../README.md | 11 ++++++++++- .../cm1.png | Bin 0 -> 237360 bytes 2 files changed, 10 insertions(+), 1 deletion(-) create mode 100644 Part 3 - Classification/Section 21 - Evaluating Classification Models Performance/cm1.png diff --git a/Part 3 - Classification/Section 21 - Evaluating Classification Models Performance/README.md b/Part 3 - Classification/Section 21 - Evaluating Classification Models Performance/README.md index 9ec18c7..36feb2f 100644 --- a/Part 3 - Classification/Section 21 - Evaluating Classification Models Performance/README.md +++ b/Part 3 - Classification/Section 21 - Evaluating Classification Models Performance/README.md @@ -12,4 +12,13 @@ Accuracy increases, although we did not train. So accuarcy cannot be always trus #CAP: Cummulative Accuracy Profile. Greater area under the curve, the better is the model. -![](cap.png) \ No newline at end of file +![](cap.png) + +ap = area between the perfect model and random model. +ar = area between the good model and random model. + +Accuracy Ratio =(AR) ap / ar. +AR closer to one better is the model. +![](cm1.png) + +Other option is to draw a 50% line and see where it touches our model(good model) on the y-axis and then make judgement accordingly. \ No newline at end of file diff --git a/Part 3 - Classification/Section 21 - Evaluating Classification Models Performance/cm1.png b/Part 3 - Classification/Section 21 - Evaluating Classification Models Performance/cm1.png new file mode 100644 index 0000000000000000000000000000000000000000..52d1e627463596647cf3b4e1f3cd40e87ae01c73 GIT binary patch literal 237360 zcmZU41yCG8*X`nqTae)H8r&riG(Z-DTX1)G*Wm6Uxa;EX?(PzTyR*pSv-iILe^pyG zwKF@tw|l1ho^$T$a3uvPR3ri<004k0BP{^}0N_*s02lxe`u&Wkc3IN<0me~WMg<52 zu5K%Cy?_1aB&qJCY-{4=`oqB(U}|G)ZOrUw=wNJY<7j5V;WF*8?+%iwv 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