Package org.tribuo.provenance

Interface TrainerProvenance

All Superinterfaces:
com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance, Iterable<com.oracle.labs.mlrg.olcut.util.Pair<String,com.oracle.labs.mlrg.olcut.provenance.Provenance>>, com.oracle.labs.mlrg.olcut.provenance.ObjectProvenance, com.oracle.labs.mlrg.olcut.provenance.Provenance, Serializable
All Known Implementing Classes:
AbstractCARTTrainer.AbstractCARTTrainerProvenance, DummyRegressionTrainer.DummyRegressionTrainerProvenance, EmptyTrainerProvenance, ExternalTrainerProvenance, HashingSequenceTrainer.HashingSequenceTrainerProvenance, SkeletalTrainerProvenance, TensorFlowSequenceTrainer.TensorFlowSequenceTrainerProvenance, TensorFlowTrainer.TensorFlowTrainerProvenance, TimestampedTrainerProvenance, TrainerProvenanceImpl, XGBoostTrainer.XGBoostTrainerProvenance
public interface TrainerProvenance extends com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance
A tag interface for trainer provenances.

  • Field Summary

    Fields
    Modifier and Type
    Field
    Description
    static final String
    IS_SEQUENCE
    The name of the provenance field recording if this is a sequence trainer.
    static final String
    TRAIN_INVOCATION_COUNT
    The name of the provenance field recording the train invocation count.
    static final String
    TRIBUO_VERSION_STRING
    The name of the provenance field recording the Tribuo version used in training.

    Fields inherited from interface com.oracle.labs.mlrg.olcut.provenance.ObjectProvenance

    CLASS_NAME, DEFAULT_HASH_TYPE

  • Method Summary

    Methods inherited from interface com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance

    getConfiguredParameters, getInstanceValues, iterator

    Methods inherited from interface java.lang.Iterable

    forEach, spliterator

    Methods inherited from interface com.oracle.labs.mlrg.olcut.provenance.ObjectProvenance

    generateString, getClassName

  • Field Details

    • TRAIN_INVOCATION_COUNT

      static final String TRAIN_INVOCATION_COUNT
      The name of the provenance field recording the train invocation count.
      See Also:

    • IS_SEQUENCE

      static final String IS_SEQUENCE
      The name of the provenance field recording if this is a sequence trainer.
      See Also:

    • TRIBUO_VERSION_STRING

      static final String TRIBUO_VERSION_STRING
      The name of the provenance field recording the Tribuo version used in training.
      See Also: