From fc742e3c57fdb594bbfd4a8f53ca64d17f8ea841 Mon Sep 17 00:00:00 2001
From: David Rotermund <54365609+davrot@users.noreply.github.com>
Date: Mon, 19 Feb 2024 17:25:35 +0100
Subject: [PATCH] Create README.md

Signed-off-by: David Rotermund <54365609+davrot@users.noreply.github.com>
---
 .../README.md                                 | 35 +++++++++++++++++++
 1 file changed, 35 insertions(+)
 create mode 100644 advanced_programming/task_2_result_pictures_information/README.md

diff --git a/advanced_programming/task_2_result_pictures_information/README.md b/advanced_programming/task_2_result_pictures_information/README.md
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+Errors are an option…
+
+## 1
+
+K-NN (k=1)
+
+Performance correct: 93.5%
+
+K-NN (k=3)
+
+Performance correct: 94.0%
+
+K-NN (k=5)
+
+Performance correct: 94.5%
+
+SVM
+
+Performance correct: 95.0%
+
+## 2
+
+Is x vs y significant different? (p<0.01)
+|||
+|---|---|
+|ROC vs KNN| p-value=1.286e-06| different:True|
+|ROC vs SVM| p-value=5.646e-08| different:True|
+|KNN vs SVM| p-value=6.684e-01, different:False|
+
+||# of correct pattern|
+|---|---|
+|best ROC| 152|
+|KNN (k=3) | 187|
+|SVM | 190|
+