public EasyML(string modelName, string trainingDataPath, string testingDataPath, string saveModelPath, MLContext mlContext, string separator = ",")
{
this.PathToTrainingData = trainingDataPath;
this.PathToTestingData = testingDataPath;
this.SaveModelTo = Path.Combine(modelName, $"{modelName}_{DateTime.Now.ToString("yyyy-mm-dd hh-mm")}.zip");
this.MLContext = mlContext;
dataExtractor = new DataExtraction(MLContext, PathToTrainingData);
dataExtractor.ConstructDataStructure(separator);
}
public EasyML(string modelName, MLContext mlContext, string separator = ",")
{
this.PathToTrainingData = Path.Combine(Environment.CurrentDirectory, "Data", "taxi-fare-train.csv");
this.PathToTestingData = Path.Combine(Environment.CurrentDirectory, "Data", "taxi-fare-test.csv");
this.SaveModelTo = Path.Combine(Environment.CurrentDirectory, "Data", $"{modelName}_{DateTime.Now.ToString("yyyy-mm-dd hh-mm")}.zip");
this.MLContext = mlContext;
dataExtractor = new DataExtraction(MLContext, PathToTrainingData);
dataExtractor.ConstructDataStructure(separator);
}