Tue 27 Aug 00:14:56 CEST 2024

test/test-ice.js

@@ -0,0 +1,21 @@
+var x = csv.read('test-c45-3-X.csv'),
+    y = csv.read('test-c45-3-Y.csv');
+
+x.shift(); // remove header
+y.shift();
+// print(y)
+var model = ml.learn({
+  algorithm:ml.ML.ICE,
+  x:x, 
+  y:y,
+  eps:0.01
+});
+
+var targets,samples = csv.read('test-c45-3-S.csv');
+samples.shift();
+targets=ml.stats.utils.column(samples,x[0].length);
+samples=ml.stats.utils.select(samples,[0,x[0].length-1]);
+
+print(toJSON(model).length+' Bytes')
+// print(ml.print(model))
+print(ml.classify(model,samples))