public void TestCompute1()
{
_classifier = new CLAClassifier(new[] { 1 }, 0.1, 0.1, 0);
Dictionary <string, object> classification = new Dictionary <string, object>();
classification.Add("bucketIdx", 4);
classification.Add("actValue", 34.7);
Classification <double> result = _classifier.Compute <double>(0, classification, new[] { 1, 5, 9 }, true, true);
Assert.IsTrue(Arrays.AreEqual(new[] { 1 }, result.StepSet()));
Assert.AreEqual(1, result.GetActualValueCount());
Assert.AreEqual(34.7, result.GetActualValue(0), 0.01);
}
public void TestComputeWithMissingValue()
{
_classifier = new CLAClassifier(new[] { 1 }, 0.1, 0.1, 0);
Map <string, object> classification = new Map <string, object>();
classification.Add("bucketIdx", null);
classification.Add("actValue", null);
Classification <double?> result = _classifier.Compute <double?>(0, classification, new[] { 1, 5, 9 }, true, true);
Assert.IsTrue(Arrays.AreEqual(new[] { 1 }, result.StepSet()));
Assert.AreEqual(1, result.GetActualValueCount());
Assert.AreEqual(null, result.GetActualValue(0));
}
public void TestMissingRecordInitialization()
{
_classifier = new CLAClassifier(new[] { 2 }, 0.1, 0.1, 0);
int recordNum = 0;
Dictionary <string, object> classification = new Dictionary <string, object>();
classification.Add("bucketIdx", 0);
classification.Add("actValue", 34.7);
_classifier.Compute <double>(recordNum, classification, new[] { 1, 5, 9 }, true, true);
recordNum = 2;
Classification <double> result = _classifier.Compute <double>(recordNum, classification, new[] { 1, 5, 9 }, true, true);
Assert.IsTrue(Arrays.AreEqual(new[] { 2 }, result.StepSet()));
Assert.AreEqual(1, result.GetActualValueCount());
Assert.AreEqual(34.7, result.GetActualValue(0), 0.01);
}