public void TrainInChunksWithFeatureSelectionTest(string trainFile, string testFile, int[] featureSelection, int chunkSize, int expectedResultLength)
{
var machine = new Machine(2, 64, featureSelection);
machine.Train(trainFile, chunkSize);
var results = machine.Test(testFile);
Assert.That(results.Length, Is.EqualTo(expectedResultLength));
}
public void MachineSingleBatchTest(string trainFile, string testFile, int expectedResultLength)
{
var machine = new Machine(2, 64);
machine.Train(trainFile);
var results = machine.Test(testFile);
Assert.That(results.Length, Is.EqualTo(expectedResultLength));
}
public void TwoMachineWithSameDataShouldGetSameResultsTest(string trainFile1, string trainFile2, string testFile)
{
var machine1 = new Machine(2, 64);
machine1.Train(trainFile1);
var machine2 = new Machine(2, 64);
machine2.Train(trainFile2);
var results1 = machine1.Test(testFile);
var results2 = machine2.Test(testFile);
Assert.AreEqual(results1.Length, results2.Length);
for (int i = 0; i < results1.Length; i++)
{
Assert.AreEqual(results1[i], results2[i]);
}
}