From ee3a137a1cd2ec29dd3ed4c3fdc464769c8bffd9 Mon Sep 17 00:00:00 2001 From: Tanuj Vishnoi Date: Thu, 8 Nov 2018 23:50:10 +0530 Subject: [PATCH] cap done --- .../README.md | 11 +++++++++++ .../cap.png | Bin 0 -> 239860 bytes .../cm.png | Bin 0 -> 216279 bytes 3 files changed, 11 insertions(+) create mode 100644 Part 3 - Classification/Section 21 - Evaluating Classification Models Performance/cap.png create mode 100644 Part 3 - Classification/Section 21 - Evaluating Classification Models Performance/cm.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 b5f41a7..9ec18c7 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 @@ -2,3 +2,14 @@ 1) False Positive(Type 1 error): We predicted a positive outcome but it was false. Predicted an effet that did not occur. [Less Dangerous] 2) False Negative(Type 2 error): We predicted that there won't be any effect but it actually did occur. Our prediction was negative. [More Dangerous] + +# Confusion Matrix +![](cm.png) + +###### Accuracy Paradox: +If 00 = more, 01 = 0, 01 = less, 11 = 0 +Accuracy increases, although we did not train. 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