9 implementations of OutputSchema
Microsoft.ML.Data (5)
Prediction\Calibrator.cs (1)
657
public DataViewSchema
OutputSchema
{ get; }
Scorers\FeatureContributionCalculation.cs (1)
309
public DataViewSchema
OutputSchema
{ get; }
Scorers\MulticlassClassificationScorer.cs (1)
266
public DataViewSchema
OutputSchema
{ get; }
Scorers\SchemaBindablePredictorWrapper.cs (2)
202
public DataViewSchema
OutputSchema
{ get; }
513
public DataViewSchema
OutputSchema
{ get; }
Microsoft.ML.Ensemble (1)
PipelineEnsemble.cs (1)
44
public DataViewSchema
OutputSchema
{ get; }
Microsoft.ML.FastTree (1)
TreeEnsembleFeaturizer.cs (1)
71
public DataViewSchema
OutputSchema
{ get; }
Microsoft.ML.Recommender (1)
MatrixFactorizationPredictor.cs (1)
331
public DataViewSchema
OutputSchema
{ get; }
Microsoft.ML.StandardTrainers (1)
FactorizationMachine\FieldAwareFactorizationMachineUtils.cs (1)
63
public DataViewSchema
OutputSchema
{ get; }
39 references to OutputSchema
Microsoft.ML.Core (1)
Data\ISchemaBindableMapper.cs (1)
80
/// the returned value must have the same schema as <see cref="ISchemaBoundMapper.
OutputSchema
"/>.
Microsoft.ML.Data (35)
Commands\ScoreCommand.cs (2)
311
if (mapper.
OutputSchema
.Count > 0 &&
312
mapper.
OutputSchema
.TryGetAnnotation(TextDataViewType.Instance, AnnotationUtils.Kinds.ScoreColumnKind, 0, ref scoreKind) &&
Prediction\Calibrator.cs (3)
666
if (!_predictor.
OutputSchema
.TryGetColumnIndex(AnnotationUtils.Const.ScoreValueKind.Score, out _scoreCol))
668
var scoreType = _predictor.
OutputSchema
[_scoreCol].Type;
879
var outputSchema = bound.
OutputSchema
;
Scorers\BinaryClassifierScorer.cs (4)
97
if (!mapper.
OutputSchema
.TryGetColumnIndex(AnnotationUtils.Const.ScoreValueKind.Score, out scoreIdx))
99
if (mapper.
OutputSchema
[scoreIdx].Annotations.Schema.GetColumnOrNull(AnnotationUtils.Kinds.TrainingLabelValues)?.Type != null)
199
string scoreColumn = Bindings.RowMapper.
OutputSchema
[Bindings.ScoreColumnIndex].Name;
235
Host.Assert(output.Schema == Bindings.RowMapper.
OutputSchema
);
Scorers\ClusteringScorer.cs (1)
96
Contracts.Assert(output.Schema == Bindings.RowMapper.
OutputSchema
);
Scorers\FeatureContributionCalculation.cs (1)
349
_outputGenericSchema = _genericRowMapper.
OutputSchema
;
Scorers\GenericScorer.cs (1)
270
Host.Assert(output.Schema == _bindings.RowMapper.
OutputSchema
);
Scorers\MulticlassClassificationScorer.cs (5)
296
bool result = mapper.
OutputSchema
.TryGetColumnIndex(AnnotationUtils.Const.ScoreValueKind.Score, out scoreIdx);
305
OutputSchema = DecorateOutputSchema(mapper.
OutputSchema
, scoreIdx, _labelNameType, _labelNameGetter, _metadataKind);
454
var outSchema = mapper.
OutputSchema
;
565
Host.Assert(output.Schema == Bindings.RowMapper.
OutputSchema
);
568
ValueGetter<VBuffer<float>> mapperScoreGetter = output.GetGetter<VBuffer<float>>(Bindings.RowMapper.
OutputSchema
[Bindings.ScoreColumnIndex]);
Scorers\PredictedLabelScorerBase.cs (9)
72
var scoreColMetadata = mapper.
OutputSchema
[scoreColIndex].Annotations;
111
string scoreCol = RowMapper.
OutputSchema
[ScoreColumnIndex].Name;
119
bool tmp = rowMapper.
OutputSchema
.TryGetColumnIndex(scoreCol, out mapperScoreColumn);
149
env.CheckDecode(mapper.
OutputSchema
.TryGetColumnIndex(scoreCol, out scoreColIndex));
151
var scoreType = mapper.
OutputSchema
[scoreColIndex].Type;
168
ctx.SaveNonEmptyString(RowMapper.
OutputSchema
[ScoreColumnIndex].Name);
297
if (!mapper.
OutputSchema
.TryGetColumnIndex(scoreColName, out scoreColIndex))
300
var scoreType = mapper.
OutputSchema
[scoreColIndex].Type;
409
Host.Assert(output.Schema == Bindings.RowMapper.
OutputSchema
);
Scorers\RowToRowScorerBase.cs (9)
101
activeRowMapperCols = bindings.RowMapper.
OutputSchema
.Where(c => predicateMapper(c.Index));
253
Ch.Assert(_output.Schema == _bindings.RowMapper.
OutputSchema
);
368
var schema = mapper.
OutputSchema
;
431
return Mapper.
OutputSchema
[iinfo - DerivedColumnCount].Type;
441
foreach (var pair in Mapper.
OutputSchema
[iinfo - DerivedColumnCount].Annotations.Schema.Select(c => new KeyValuePair<string, DataViewType>(c.Name, c.Type)))
452
return Mapper.
OutputSchema
[iinfo - DerivedColumnCount].Annotations.Schema.GetColumnOrNull(kind)?.Type;
466
Mapper.
OutputSchema
[iinfo - DerivedColumnCount].Annotations.GetValue(kind, ref value);
483
Contracts.Assert(0 <= col && col < Mapper.
OutputSchema
.Count);
484
return 0 <= col && col < Mapper.
OutputSchema
.Count &&
Microsoft.ML.Ensemble (2)
PipelineEnsemble.cs (2)
77
var scoreCol = Mappers[i].
OutputSchema
.GetColumnOrNull(AnnotationUtils.Const.ScoreValueKind.Score);
139
var mapperColumns = Mappers[i].
OutputSchema
.Where(col => col.Name == DefaultColumnNames.Score);
Microsoft.ML.Tests (1)
TrainerEstimators\TreeEnsembleFeaturizerTest.cs (1)
55
var outputSchema = boundMapper.
OutputSchema
;