From 5a66abcb27905430181f9e22b07d263e594ee1cd Mon Sep 17 00:00:00 2001
From: sbosse <sbosse@uni-bremen.de>
Date: Tue, 27 Aug 2024 00:16:02 +0200
Subject: [PATCH] Tue 27 Aug 00:14:56 CEST 2024

---
 test/test-ice3.js | 1029 +++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 1029 insertions(+)
 create mode 100644 test/test-ice3.js

diff --git a/test/test-ice3.js b/test/test-ice3.js
new file mode 100644
index 0000000..dce534a
--- /dev/null
+++ b/test/test-ice3.js
@@ -0,0 +1,1029 @@
+var training_data = [
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+    "variety": "Setosa"
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+    "swidth": 3.8,
+    "plength": 6.7,
+    "pwidth": 2.2,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 7.7,
+    "swidth": 2.6,
+    "plength": 6.9,
+    "pwidth": 2.3,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 6.0,
+    "swidth": 2.2,
+    "plength": 5.0,
+    "pwidth": 1.5,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 6.9,
+    "swidth": 3.2,
+    "plength": 5.7,
+    "pwidth": 2.3,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 5.6,
+    "swidth": 2.8,
+    "plength": 4.9,
+    "pwidth": 2.0,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 7.7,
+    "swidth": 2.8,
+    "plength": 6.7,
+    "pwidth": 2.0,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 6.3,
+    "swidth": 2.7,
+    "plength": 4.9,
+    "pwidth": 1.8,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 6.7,
+    "swidth": 3.3,
+    "plength": 5.7,
+    "pwidth": 2.1,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 7.2,
+    "swidth": 3.2,
+    "plength": 6.0,
+    "pwidth": 1.8,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 6.2,
+    "swidth": 2.8,
+    "plength": 4.8,
+    "pwidth": 1.8,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 6.1,
+    "swidth": 3.0,
+    "plength": 4.9,
+    "pwidth": 1.8,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 6.4,
+    "swidth": 2.8,
+    "plength": 5.6,
+    "pwidth": 2.1,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 7.2,
+    "swidth": 3.0,
+    "plength": 5.8,
+    "pwidth": 1.6,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 7.4,
+    "swidth": 2.8,
+    "plength": 6.1,
+    "pwidth": 1.9,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 7.9,
+    "swidth": 3.8,
+    "plength": 6.4,
+    "pwidth": 2.0,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 6.4,
+    "swidth": 2.8,
+    "plength": 5.6,
+    "pwidth": 2.2,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 6.3,
+    "swidth": 2.8,
+    "plength": 5.1,
+    "pwidth": 1.5,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 6.1,
+    "swidth": 2.6,
+    "plength": 5.6,
+    "pwidth": 1.4,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 7.7,
+    "swidth": 3.0,
+    "plength": 6.1,
+    "pwidth": 2.3,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 6.3,
+    "swidth": 3.4,
+    "plength": 5.6,
+    "pwidth": 2.4,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 6.4,
+    "swidth": 3.1,
+    "plength": 5.5,
+    "pwidth": 1.8,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 6.0,
+    "swidth": 3.0,
+    "plength": 4.8,
+    "pwidth": 1.8,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 6.9,
+    "swidth": 3.1,
+    "plength": 5.4,
+    "pwidth": 2.1,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 6.7,
+    "swidth": 3.1,
+    "plength": 5.6,
+    "pwidth": 2.4,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 6.9,
+    "swidth": 3.1,
+    "plength": 5.1,
+    "pwidth": 2.3,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 5.8,
+    "swidth": 2.7,
+    "plength": 5.1,
+    "pwidth": 1.9,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 6.8,
+    "swidth": 3.2,
+    "plength": 5.9,
+    "pwidth": 2.3,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 6.7,
+    "swidth": 3.3,
+    "plength": 5.7,
+    "pwidth": 2.5,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 6.7,
+    "swidth": 3.0,
+    "plength": 5.2,
+    "pwidth": 2.3,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 6.3,
+    "swidth": 2.5,
+    "plength": 5.0,
+    "pwidth": 1.9,
+    "variety": "Virginica"
+  },
+  {
+    "slength": 6.5,
+    "swidth": 3.0,
+    "plength": 5.2,
+    "pwidth": 2.0,
+    "variety": "Virginica"
+  }
+  
+ ]
+ 
+var target = "variety";
+var features = ["slength", "swidth","plength","pwidth"];
+var model = ml.learn({
+ algorithm:ml.ML.ICE,
+ data:training_data,
+ target:target,
+ features:features,
+ eps:0.1
+})
+
+print(ml.classify(model,training_data).map(function (row,index) {
+  row.y=training_data[index][target]
+  return row;
+}))
+print(ml.print(model).split('\n').length)