public static Experiment CreateBinaryClassificationExperiment(this AutoPipelineCatalog autoPipelineCatalog, IEnumerable <Column> columns, Experiment.Option option)
{
var pipelineBuilder = new PipelineBuilder(TaskType.BinaryClassification, false, true);
var sweepablePipeline = pipelineBuilder.BuildPipeline(autoPipelineCatalog.Context, columns);
return(autoPipelineCatalog.Context.AutoML().CreateExperiment(sweepablePipeline, option));
}
internal static SerializableCatalog Serializable(this AutoPipelineCatalog autoPipelineCatalog)
{
if (!cache.ContainsKey(autoPipelineCatalog))
{
cache.Add(autoPipelineCatalog, new SerializableCatalog(autoPipelineCatalog.Context));
}
return(cache[autoPipelineCatalog]);
}