41loaderSettings = loaderSettings, 59loaderSettings = "" 67loaderSettings = "loader=Text{col=Label:BL:0 col=Features:~}" 75loaderSettings = "loader=Text{col=Label:0 col=GroupId:U4[0-10]:1 col=Features:1-*}" 94loaderSettings = "loader=Text{sparse- col=Attr:TX:6 col=Label:0 col=Features:1-5,6,7-9}", 107loaderSettings = "loader=Text{sparse- col=Attr:TX:6 col=Label:0 col=Features:1-5,6,7-9}", 119loaderSettings = "loader=Text{col=Label:0 col=Good:1-5,7-9 col=Mixed:6 col=More:4-6}", 132loaderSettings = "loader=Text{col=Label:0 col=Good:1-5,7-9 col=Mixed:6 col=More:4-6}", 141loaderSettings = "" 149loaderSettings = "xf=expr{col=Features expr=x:float(x>4?1:0)}" 176loaderSettings = "loader=Text{col=Label:0 col=Features:~ header=+}", 201loaderSettings = "col=Label:R4:11 col=Features:R4:0-10 sep=; header+" 244loaderSettings = "loader=Text{col=Label:R4:11 col=Features:R4:0-10 sep=; header+}" 253loaderSettings = "loader=Text{col=Name:TX:0 col=Label:Num:1 col=Features:Num:~}", 294loaderSettings = "loader=Text{header+ col=Label:0 col=Num:9-14 col=Cat:TX:1-8}", 303loaderSettings = "loader=Text{header+ col=Label:0 col=Cat:TX:1-8}", 312loaderSettings = "loader=Text{header+ col=Label:0 col=Num:9-14 col=Cat:TX:1-8}", 321loaderSettings = "loader=Text{header+ col=Cat:TX:1-8 col=Label:0 col=Num:~}", 330loaderSettings = "loader=Text{header+ col=Label:0 col=Word:TX:1-8 col=Num:~}", 339loaderSettings = "loader=Text{header+ col=Label:0 col=Word:TX:1-8 col=Num:~}", 347loaderSettings = "loader=Text{header+ sep=tab, col=Label:R4:0 col=Workclass:TX:1 col=Categories:TX:2-8 col=NumericFeatures:R4:9-14}" 373loaderSettings = "loader=Text{header+ sep=space col=Cat1:TX:1 col=Cat2:TX:2 col=Cat3:TX:3 col=Label:4 col=Ignore:TX:0,5-7 col=Features:8-*}", 383loaderSettings = "loader=Text{col=Label:0 col=Cat3:TX:3 col=Cat4:TX:4 col=Cat5:TX:5 col=Cat6:TX:6 col=Cat7:TX:7 col=Cat8:TX:8 col=Cat9:TX:9 col=Cat15:TX:15 col=Cat16:TX:16 col=Cat18:TX:18 col=Features:~}", 394loaderSettings = "loader=Text{size=10000 col=Label:0 col=Features:1-*}", 403loaderSettings = "loader=Text{col=Label:TX:0 col=Features:1-*}", 411loaderSettings = "loader=Text{col=Label:TX:4 col=Features:0-3}", 430loaderSettings = "loader=Text{header+ col=Label:TX:0 col=Features:1-*}", 439loaderSettings = "loader=Text{col=Label:U4[0-2]:0 col=Features:1-*}", 448loaderSettings = "loader=Text{col=Label:U4[0-2]:0 col=Features:1-*}", 457loaderSettings = "loader=Text{col=Label:U4[0-2]:0 col=Features:1-4}" 558loaderSettings = "loader=Text{header+ col=Label:TX:0 col=GroupId:U4[0-*]:1 col=Name:TX:1-2 col=Features:3-*}" 574loaderSettings = "loader=Text{col=Weight:0 col=Label:1 col=Features:~}", 583loaderSettings = "loader=Text{col=Label:Num:1 col=Weight:Num:4 col=Features:Num:~}" 591loaderSettings = "loader=Text{col=Weight:0 col=Label:1 col=Features:~}" 599loaderSettings = "loader=Text{col=Label:1 col=Weight:10 col=Features:~}", 609loaderSettings = "loader=Text{header+ col=Weight:0 col=Label:TX:1 col=Name:TX:2-3 col=GroupId:U4[0-*]:2 col=Features:~}" 641loaderSettings = "loader=Text{header+ col=Label:0 col=Features:1-84 rows=3000}", 674loaderSettings = "loader=Text{header+ col=Label:0 col=Features:1-84 rows=3000}" 707loaderSettings = "loader=Text{sep=space col=Name:TX:0 col=Features:~}", 717loaderSettings = "loader=Text" 725loaderSettings = "loader=Text{col=Label:U1[0-25]:1 col=GroupId:U4[1-*]:3 col=Features:Num:4-*}" 735loaderSettings = "loader=Text{col=Label:R4:0 col=User:U4[0-19]:1 col=Item:U4[0-39]:2 header+}"

2699dataPath, warningsPath, overallMetricsPath, instanceMetricsPath, loader: TestDatasets.generatedRegressionDatasetmacro.loaderSettings); 2815TestEntryPointRoutine(TestDatasets.generatedRegressionDatasetmacro.trainFilename, "Trainers.StochasticDualCoordinateAscentRegressor", loader: TestDatasets.generatedRegressionDatasetmacro.loaderSettings); 2932TestEntryPointRoutine(TestDatasets.generatedRegressionDatasetmacro.trainFilename, "Trainers.EnsembleRegression", loader: TestDatasets.generatedRegressionDatasetmacro.loaderSettings); 2950TestEntryPointRoutine(TestDatasets.generatedRegressionDatasetmacro.trainFilename, "Trainers.PoissonRegressor", loader: TestDatasets.generatedRegressionDatasetmacro.loaderSettings);

330if (!string.IsNullOrEmpty(dataset.loaderSettings)) 331settings.Add(dataset.loaderSettings);

993var trainArgs = $"Train tr=SDCA {TestDatasets.adult.loaderSettings} {TestDatasets.adult.mamlExtraSettings[0]} {TestDatasets.adult.mamlExtraSettings[1]}" + 1891RunMTAThread(() => TestCore("train", dataPath, TestDatasets.adultRanking.loaderSettings, extraArgs)); 1930RunMTAThread(() => TestCore("traintest", dataPath, TestDatasets.adultRanking.loaderSettings, trainTestExtra));

41loaderSettings = loaderSettings,