// Methods
public override bool ExecuteCommand()
{
FeatureVectorFile vectorFile_train = new FeatureVectorFile(path: training_data_file, noOfHeaderColumns: 1, featureDelimiter: ' ', isSortRequired: false);
FeatureVectorFile vectorFile_test = new FeatureVectorFile(path: test_data_file, noOfHeaderColumns: 1, featureDelimiter: ' ', isSortRequired: false);
Program.ReportOnTrainingAndTesting(vectorFile_train, vectorFile_test, sys_output
, classifierFactory: (trainingVectors, gold_i, noOfClasses) =>
{
return(new NaiveBayesClassifier_Multinomial(
class_prior_delta
, cond_prob_delta
, trainingVectors
, noOfClasses
, gold_i));
}
, getDetailsFunc: (classifier, vectors, classToClassId) =>
{
return(ProgramOutput.GetDistributionDetails(classifier, vectors, classToClassId));
}
);
return(true);
}
