public static void SaveDataSet(MeteoDataSet dataSet, string path, LabelizationMode labelizationMode)
{
var groupSize = dataSet.TrainData[0].Inputs.Count;
string directoryPart = $@"{path}PreparedData\{groupSize}\Labelization_{labelizationMode.ToString()}\";
string filePart = $"{dataSet.Season.ToString()}_{DS_TYPE}.csv";
var pathToSave = directoryPart + filePart;
Directory.CreateDirectory(directoryPart);
using (StreamWriter sw = new StreamWriter(pathToSave.Replace(DS_TYPE, "Train")))
{
sw.WriteLine(MeteoData.GetHeader(groupSize));
foreach (var gr in dataSet.TrainData)
{
sw.WriteLine(gr.ToString(labelizationMode));
}
}
using (StreamWriter sw = new StreamWriter(pathToSave.Replace(DS_TYPE, "Test")))
{
sw.WriteLine(MeteoData.GetHeader(groupSize));
foreach (var gr in dataSet.TestData)
{
sw.WriteLine(gr.ToString(labelizationMode));
}
}
}
public string ToString(LabelizationMode labelizationMode)
{
bool labelizeInput = labelizationMode == LabelizationMode.Both || labelizationMode == LabelizationMode.Input;
bool labelizeOutput = labelizationMode == LabelizationMode.Both || labelizationMode == LabelizationMode.Output;
StringBuilder sb = new StringBuilder();
foreach (var i in Inputs)
{
sb.Append(i.ToInputString(labelizeInput));
}
sb.Append(Output.ToOutputString(labelizeOutput));
return(sb.ToString().TrimEnd(';'));
}
