public void TestTrain()
{
var randomForest = new RandomForest();
var randomForestParameter = new RandomForestParameter(1, 100, 35);
randomForest.Train(iris.GetInstanceList(), randomForestParameter);
Assert.AreEqual(2.00, 100 * randomForest.Test(iris.GetInstanceList()).GetErrorRate(), 0.01);
randomForest.Train(bupa.GetInstanceList(), randomForestParameter);
Assert.AreEqual(42.03, 100 * randomForest.Test(bupa.GetInstanceList()).GetErrorRate(), 0.01);
randomForest.Train(dermatology.GetInstanceList(), randomForestParameter);
Assert.AreEqual(2.46, 100 * randomForest.Test(dermatology.GetInstanceList()).GetErrorRate(), 0.01);
randomForest.Train(car.GetInstanceList(), randomForestParameter);
Assert.AreEqual(0.0, 100 * randomForest.Test(car.GetInstanceList()).GetErrorRate(), 0.01);
randomForest.Train(tictactoe.GetInstanceList(), randomForestParameter);
Assert.AreEqual(0.0, 100 * randomForest.Test(tictactoe.GetInstanceList()).GetErrorRate(), 0.01);
randomForest.Train(nursery.GetInstanceList(), randomForestParameter);
Assert.AreEqual(0.0, 100 * randomForest.Test(nursery.GetInstanceList()).GetErrorRate(), 0.01);
}
