public override string ToString()
{
var paramsStr = string.Empty;
if (SweepParams != null)
{
paramsStr = string.Join(", ", SweepParams.Where(p => p != null && p.RawValue != null).Select(p => $"{p.Name}:{p.ProcessedValue()}"));
}
return($"{TrainerName}{{{paramsStr}}}");
}
public PipelineNode ToPipelineNode()
{
var hyperParams = SweepParams.Where(p => p != null && p.RawValue != null);
var elementProperties = new Dictionary <string, object>();
foreach (var hyperParam in hyperParams)
{
elementProperties[hyperParam.Name] = hyperParam.ProcessedValue();
}
return(new PipelineNode(TrainerName.ToString(), PipelineNodeType.Trainer,
new[] { "Features" }, new[] { "Score" }, elementProperties));
}
public PipelineNode ToPipelineNode()
{
var sweepParams = SweepParams.Where(p => p.RawValue != null);
return(_trainerExtension.CreatePipelineNode(sweepParams, _columnInfo));
}