public ProcessConfiguration GetConfiguration(PipelineContext context)
{
var pc = new ProcessConfiguration();
pc["LearningAlgorithm"] = LearningAlgorithm.ToString();
pc["Iterations"] = Iterations.ToString();
pc["Dimensions"] = Dimensions;
pc["LearningRate"] = LearningRate.ToString();
pc["TrainFile"] = context.GetAsString("TrainFile");
pc["TestFile"] = context.GetAsString("TestFile");
pc["AdditionalArgs"] = _additionalArgs;
return(pc);
}
private string BuildArguments(string trainFile, string testFile, string testOutput)
{
return(String.Format("-task r -train {0} -test {1} -method {2} -iter {3} -dim {4} -learn_rate {5} -out {6} -regular {7}",
trainFile, testFile, LearningAlgorithm.ToString().ToLower(), Iterations, Dimensions, LearningRate, testOutput, Regularization));
}