MLSoundClassifier.DataSource

Declaration

enum DataSource

Overview

Use a data source to represent a dataset for training, validating, or testing a sound classifier.

Topics

Creating a data source

• MLSoundClassifier.DataSource.labeledDirectories(at:)
• MLSoundClassifier.DataSource.labeledFiles(at:)
• MLSoundClassifier.DataSource.filesByLabel(_:)
• MLSoundClassifier.DataSource.features(table:featureColumn:labelColumn:parameters:)
• MLSoundClassifier.DataSource.featuresDataFrame(_:featureColumn:labelColumn:parameters:)
• MLSoundClassifier.FeatureExtractionParameters

Retrieving the data

• labeledSounds()

Partitioning the data

• stratifiedSplit(proportions:seed:)
• stratifiedSplit(proportions:generator:)

See Also

Supporting types

• MLSoundClassifier.ModelParameters