public void TestComputeWithMissingValue()
{
var classifier = new CLAClassifier <double>(new List <int> {
1
}, 0.1, 0.1);
Dictionary <string, object> classification = new Dictionary <string, object>();
classification.Add("bucketIdx", null);
classification.Add("actValue", null);
ClassificationExperiment <double> result = classifier.Compute(0, classification, new int[] { 1, 5, 9 }, true, true);
Assert.AreEqual(1, result.getActualValueCount());
Assert.AreEqual(-1, result.getActualValue(0));
}
public void TestCompute()
{
var classifier = new CLAClassifier <double>(new List <int> {
1
}, 0.1, 0.1);
Dictionary <string, object> classification = new Dictionary <string, object>();
classification.Add("bucketIdx", 4);
classification.Add("actValue", 34.7);
ClassificationExperiment <double> result = classifier.Compute(0, classification, new int[] { 1, 5, 9 }, true, true);
//it is first time and so it wont learn and that's why value count will be one
Assert.AreEqual(1, result.getActualValueCount());
Assert.AreEqual(34.7, result.getActualValue(0), 0.01);
}
public void TestComputeWithTwoIteration()
{
var classifier = new CLAClassifier <double>(new List <int> {
1
}, 0.1, 0.1);
Dictionary <string, object> classification = new Dictionary <string, object>();
classification.Add("bucketIdx", 4);
classification.Add("actValue", 34.7);
classifier.Compute(0, classification, new int[] { 1, 5, 9 }, true, true);
//It is second iteration and so it will learn and that's why value count will be more than one
ClassificationExperiment <double> result = classifier.Compute(1, classification, new int[] { 1, 5, 9 }, true, true);
Assert.AreEqual(5, result.getActualValueCount());
Assert.AreEqual(34.7, result.getActualValue(4), 0.01);
}