private static void RunEEGCrossValidation(string directoryPath)
{
List <string> filepaths = getFiles(directoryPath, "*.eeg");
List <List <TrainingValue> > dataSets = new List <List <TrainingValue> >();
foreach (string filepath in filepaths)
{
List <TrainingValue> data = EEGAnalysis.getTrainingValues(filepath);
dataSets.Add(data);
}
List <int> ks = new List <int> {
5,
10,
15
};
CrossValidation.CrossValidate(dataSets, ks, EEGProcessor.FEATURE_COUNT, filepaths);
}
private static void RunEMGCrossValidation(string directoryPath)
{
List <string> filepaths = getFiles(directoryPath, "*.emg");
List <List <TrainingValue> > dataSets = new List <List <TrainingValue> >();
foreach (string filepath in filepaths)
{
List <EMGPacket> packets = EMGCSV.ReadPackets(filepath);
List <TrainingValue> data = EMGCSV.GetTrainingValues(packets, false);
dataSets.Add(data);
}
List <int> ks = new List <int> {
5,
10,
15
};
CrossValidation.CrossValidate(dataSets, ks, EMGProcessor.FEATURE_COUNT, filepaths);
Console.ReadKey();
}