public void TestDefaultBehaviorIsNoDecay()
{
var afm = new SigmoidUserAsymmetricFactorModel()
{
LearnRate = 1.1f, NumIter = 10, Ratings = TestUtils.CreateRatings()
};
afm.Train();
Assert.AreEqual(1.1f, afm.current_learnrate);
}
public void TestDecay()
{
var afm = new SigmoidUserAsymmetricFactorModel()
{
LearnRate = 1.0f, Decay = 0.5f,
NumIter = 1, Ratings = TestUtils.CreateRatings()
};
afm.Train();
Assert.AreEqual(0.5f, afm.current_learnrate);
afm.Iterate();
Assert.AreEqual(0.25f, afm.current_learnrate);
}