58 writes to FriendlyName
Microsoft.ML.Data (11)
Prediction\Calibrator.cs (4)
1053
[TlcModule.Component(Name = "NaiveCalibrator",
FriendlyName
= "Naive Calibrator", Alias = "Naive")]
1461
[TlcModule.Component(Name = "PlattCalibrator",
FriendlyName
= "Platt Calibrator", Aliases = new[] { "Platt", "Sigmoid" }, Desc = "Platt calibration.")]
1634
[TlcModule.Component(Name = "FixedPlattCalibrator",
FriendlyName
= "Fixed Platt Calibrator", Aliases = new[] { "FixedPlatt", "FixedSigmoid" })]
1837
[TlcModule.Component(Name = "PavCalibrator",
FriendlyName
= "PAV Calibrator", Alias = "Pav")]
Utils\LossFunctions.cs (7)
98
[TlcModule.Component(Name = "LogLoss",
FriendlyName
= "Log loss", Aliases = new[] { "Logistic", "CrossEntropy" },
208
[TlcModule.Component(Name = "HingeLoss",
FriendlyName
= "Hinge loss", Alias = "Hinge", Desc = "Hinge loss.")]
307
[TlcModule.Component(Name = "SmoothedHingeLoss",
FriendlyName
= "Smoothed Hinge Loss", Alias = "SmoothedHinge",
424
[TlcModule.Component(Name = "ExpLoss",
FriendlyName
= "Exponential Loss", Desc = "Exponential loss.")]
461
[TlcModule.Component(Name = "SquaredLoss",
FriendlyName
= "Squared Loss", Alias = "L2", Desc = "Squared loss.")]
518
[TlcModule.Component(Name = "PoissonLoss",
FriendlyName
= "Poisson Loss", Desc = "Poisson loss.")]
579
[TlcModule.Component(Name = "TweedieLoss",
FriendlyName
= "Tweedie Loss", Alias = "tweedie", Desc = "Tweedie loss.")]
Microsoft.ML.Ensemble (27)
EntryPoints\DiversityMeasure.cs (3)
15
[TlcModule.Component(Name = DisagreementDiversityMeasure.LoadName,
FriendlyName
= DisagreementDiversityMeasure.UserName)]
21
[TlcModule.Component(Name = RegressionDisagreementDiversityMeasure.LoadName,
FriendlyName
= DisagreementDiversityMeasure.UserName)]
27
[TlcModule.Component(Name = MultiDisagreementDiversityMeasure.LoadName,
FriendlyName
= DisagreementDiversityMeasure.UserName)]
EntryPoints\FeatureSelector.cs (1)
14
[TlcModule.Component(Name = AllFeatureSelector.LoadName,
FriendlyName
= AllFeatureSelector.UserName)]
EntryPoints\OutputCombiner.cs (4)
23
[TlcModule.Component(Name = Average.LoadName,
FriendlyName
= Average.UserName)]
31
[TlcModule.Component(Name = Median.LoadName,
FriendlyName
= Median.UserName)]
39
[TlcModule.Component(Name = Voting.LoadName,
FriendlyName
= Voting.UserName)]
45
[TlcModule.Component(Name = MultiVoting.LoadName,
FriendlyName
= Voting.UserName)]
EntryPoints\SubModelSelector.cs (2)
20
[TlcModule.Component(Name = AllSelector.LoadName,
FriendlyName
= AllSelector.UserName)]
28
[TlcModule.Component(Name = AllSelectorMulticlass.LoadName,
FriendlyName
= AllSelectorMulticlass.UserName)]
OutputCombiners\MultiAverage.cs (1)
35
[TlcModule.Component(Name = LoadName,
FriendlyName
= Average.UserName)]
OutputCombiners\MultiMedian.cs (1)
38
[TlcModule.Component(Name = LoadName,
FriendlyName
= Median.UserName)]
OutputCombiners\MultiStacking.cs (1)
41
[TlcModule.Component(Name = LoadName,
FriendlyName
= Stacking.UserName)]
OutputCombiners\MultiWeightedAverage.cs (1)
42
[TlcModule.Component(Name = LoadName,
FriendlyName
= UserName)]
OutputCombiners\RegressionStacking.cs (1)
39
[TlcModule.Component(Name = LoadName,
FriendlyName
= Stacking.UserName)]
OutputCombiners\Stacking.cs (1)
38
[TlcModule.Component(Name = LoadName,
FriendlyName
= UserName)]
OutputCombiners\WeightedAverage.cs (1)
39
[TlcModule.Component(Name = LoadName,
FriendlyName
= UserName)]
Selector\FeatureSelector\RandomFeatureSelector.cs (1)
24
[TlcModule.Component(Name = LoadName,
FriendlyName
= UserName)]
Selector\SubModelSelector\BestDiverseSelectorBinary.cs (1)
25
[TlcModule.Component(Name = LoadName,
FriendlyName
= UserName)]
Selector\SubModelSelector\BestDiverseSelectorMulticlass.cs (1)
26
[TlcModule.Component(Name = LoadName,
FriendlyName
= UserName)]
Selector\SubModelSelector\BestDiverseSelectorRegression.cs (1)
25
[TlcModule.Component(Name = LoadName,
FriendlyName
= UserName)]
Selector\SubModelSelector\BestPerformanceRegressionSelector.cs (1)
21
[TlcModule.Component(Name = LoadName,
FriendlyName
= UserName)]
Selector\SubModelSelector\BestPerformanceSelector.cs (1)
21
[TlcModule.Component(Name = LoadName,
FriendlyName
= UserName)]
Selector\SubModelSelector\BestPerformanceSelectorMulticlass.cs (1)
21
[TlcModule.Component(Name = LoadName,
FriendlyName
= UserName)]
Selector\SubsetSelector\AllInstanceSelector.cs (1)
25
[TlcModule.Component(Name = LoadName,
FriendlyName
= UserName)]
Selector\SubsetSelector\BootstrapSelector.cs (1)
27
[TlcModule.Component(Name = LoadName,
FriendlyName
= UserName)]
Selector\SubsetSelector\RandomPartitionSelector.cs (1)
27
[TlcModule.Component(Name = LoadName,
FriendlyName
= UserName)]
Microsoft.ML.FastTree (9)
FastTreeArguments.cs (4)
62
[TlcModule.Component(Name = LoadNameValue,
FriendlyName
= UserNameValue, Desc = Summary)]
118
[TlcModule.Component(Name = LoadNameValue,
FriendlyName
= UserNameValue, Desc = Summary)]
162
[TlcModule.Component(Name = LoadNameValue,
FriendlyName
= UserNameValue, Desc = Summary)]
221
[TlcModule.Component(Name = LoadNameValue,
FriendlyName
= UserNameValue, Desc = Summary)]
Training\EarlyStoppingCriteria.cs (5)
119
[TlcModule.Component(
FriendlyName
= "Tolerant (TR)", Name = "TR", Desc = "Stop if validation score exceeds threshold value.")]
286
[TlcModule.Component(
FriendlyName
= "Loss of Generality (GL)", Name = "GL",
352
[TlcModule.Component(
FriendlyName
= "Low Progress (LP)", Name = "LP", Desc = "Stops in case of low progress.")]
412
[TlcModule.Component(
FriendlyName
= "Generality to Progress Ratio (PQ)", Name = "PQ", Desc = "Stops in case of generality to progress ration exceeds threshold.")]
470
[TlcModule.Component(
FriendlyName
= "Consecutive Loss in Generality (UP)", Name = "UP",
Microsoft.ML.LightGbm (3)
LightGbmArguments.cs (3)
215
[TlcModule.Component(Name = Name,
FriendlyName
= FriendlyName, Desc = "Traditional Gradient Boosting Decision Tree.")]
245
[TlcModule.Component(Name = Name,
FriendlyName
= FriendlyName, Desc = "Dropouts meet Multiple Additive Regresion Trees. See https://arxiv.org/abs/1505.01866")]
321
[TlcModule.Component(Name = Name,
FriendlyName
= FriendlyName, Desc = "Gradient-based One-Side Sampling.")]
Microsoft.ML.Parquet (2)
PartitionedPathParser.cs (2)
76
[TlcModule.Component(Name = SimplePartitionedPathParser.LoadName,
FriendlyName
= SimplePartitionedPathParser.UserName,
197
[TlcModule.Component(Name = ParquetPartitionedPathParser.LoadName,
FriendlyName
= ParquetPartitionedPathParser.UserName,
Microsoft.ML.Transforms (6)
Dracula\CMCountTable.cs (1)
177
[TlcModule.Component(Name = "CMSketch",
FriendlyName
= "Count Min Table Builder", Alias = "CMTable",
Dracula\DictCountTable.cs (1)
138
[TlcModule.Component(Name = "Dict",
FriendlyName
= "Dictionary Based Count Table Builder", Alias = "Dictionary",
Text\StopWordsRemovingTransformer.cs (2)
54
[TlcModule.Component(Name = "Predefined",
FriendlyName
= "Predefined Stopwords List Remover", Alias = "PredefinedStopWordsRemover,PredefinedStopWords",
731
[TlcModule.Component(Name = "Custom",
FriendlyName
= "Custom Stopwords Remover", Alias = "CustomStopWordsRemover,CustomStopWords",
Text\WordBagTransform.cs (1)
436
[TlcModule.Component(Name = "NGram",
FriendlyName
= "NGram Extractor Transform", Alias = "NGramExtractorTransform,NGramExtractor",
Text\WordHashBagProducingTransform.cs (1)
302
[TlcModule.Component(Name = "NGramHash",
FriendlyName
= "NGram Hash Extractor Transform", Alias = "NGramHashExtractorTransform,NGramHashExtractor",
2 references to FriendlyName
Microsoft.ML.Core (2)
ComponentModel\ComponentCatalog.cs (2)
414
if (string.IsNullOrWhiteSpace(attribute.
FriendlyName
))
417
FriendlyName = attribute.
FriendlyName
;