public SinglePipelineTrainingService(MLContext context, SingleEstimatorSweepablePipeline pipeline, Option option)
{
this.context = context;
this.option = option;
this.Pipeline = pipeline;
this.id2Name = pipeline.SweepableValueGenerators.Select(x => new KeyValuePair <string, string>(x.ID, x.Name)).ToDictionary(kv => kv.Key, kv => kv.Value);
}
internal IterationInfo(SingleEstimatorSweepablePipeline singleweepablePipeline, IDictionary <string, string> parameters, double time, double evaluateScore, bool isMaximizing, double[] metrics = null, ITransformer model = null)
{
this.SingleSweepablePipeline = singleweepablePipeline;
this.Parameters = parameters;
this.TrainingTime = time;
this.EvaluateScore = evaluateScore;
this.IsMetricMaximizing = isMaximizing;
this.Metrics = metrics ?? new double[0];
this.Model = model;
}
