public void NN_perceptron_multi_all_training_samples_gnb()
{
initData_dataset_gaussian_naive_bayes_jason_example();
BuildMultiUnitPerceptronSGD build =
new BuildMultiUnitPerceptronSGD();
ModelMultiUnitPerceptron model =
(ModelMultiUnitPerceptron)build.BuildModel(
_trainingData, _attributeHeaders,
_indexTargetAttribute);
int count = 0;
for (int row = 0; row < 10; row++)
{
double[] data = GetSingleTrainingRowDataForTest(row);
double value = model.RunModelForSingleData(data);
if (SupportFunctions.DoubleCompare(value,
_trainingData[_indexTargetAttribute][row]))
{
count++;
}
}
Assert.AreEqual(count,
10);
}
public void NN_perceptron_multi_single_training_sample_nb_class_1()
{
initData_dataset_naive_bayes_jason_example();
BuildMultiUnitPerceptronSGD build =
new BuildMultiUnitPerceptronSGD();
ModelMultiUnitPerceptron model =
(ModelMultiUnitPerceptron)build.BuildModel(
_trainingData, _attributeHeaders,
_indexTargetAttribute);
int row = 6;
double[] data = GetSingleTrainingRowDataForTest(row);
double value = model.RunModelForSingleData(data);
Assert.AreEqual(value,
_trainingData[_indexTargetAttribute][row]);
}