public void MachineWithFeatureSelectionTest(string trainFile, int numOfChunk, int sizeOfChunk, string testFile, int[] featureSelection, int expectedResultLength)
{
var machine = new Machine(2, 64, numOfChunk, featureSelection);
machine.Train(trainFile, sizeOfChunk);
var results = machine.Test(testFile);
Assert.That(results.Length, Is.EqualTo(expectedResultLength));
}
public void TwoMachineWithSameDataShouldGetSameResultsTest(string trainFile, string testFile)
{
var machine1 = new Machine(2, 64, 100);
machine1.Train(trainFile, 10);
var machine2 = new Machine(2, 64, 100);
machine2.Train(trainFile, 10);
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]);
}
}
