Class SeqTest.CRFOptions

java.lang.Object
org.tribuo.classification.sgd.crf.SeqTest.CRFOptions
All Implemented Interfaces:
com.oracle.labs.mlrg.olcut.config.Options
Enclosing class:
SeqTest
public static class SeqTest.CRFOptions extends Object implements com.oracle.labs.mlrg.olcut.config.Options
Command line options.

  • Field Details

    • gradientOptions

      public GradientOptimiserOptions gradientOptions

    • datasetName

      @Option(charName='d', longName="dataset-name", usage="Name of the example dataset, options are {gorilla}.") public String datasetName

    • outputPath

      @Option(charName='f', longName="output-path", usage="Path to serialize model to.") public Path outputPath

    • epochs

      @Option(charName='i', longName="epochs", usage="Number of SGD epochs.") public int epochs

    • logModel

      @Option(charName='o', longName="print-model", usage="Print out feature, label and other model details.") public boolean logModel

    • loggingInterval

      @Option(charName='p', longName="logging-interval", usage="Log the objective after <int> examples.") public int loggingInterval

    • seed

      @Option(charName='r', longName="seed", usage="RNG seed.") public long seed

    • shuffle

      @Option(longName="shuffle", usage="Shuffle the data each epoch (default: true).") public boolean shuffle

    • trainDataset

      @Option(charName='u', longName="train-dataset", usage="Path to a serialised SequenceDataset used for training.") public Path trainDataset

    • testDataset

      @Option(charName='v', longName="test-dataset", usage="Path to a serialised SequenceDataset used for testing.") public Path testDataset

    • modelHashingAlgorithm

      @Option(longName="model-hashing-algorithm", usage="Hash the model during training. Defaults to no hashing.") public HashingOptions.ModelHashingType modelHashingAlgorithm

    • modelHashingSalt

      @Option(longName="model-hashing-salt", usage="Salt for hashing the model.") public String modelHashingSalt

  • Constructor Details

    • CRFOptions

      public CRFOptions()

  • Method Details

    • getOptionsDescription

      public String getOptionsDescription()
      Specified by:
      getOptionsDescription in interface com.oracle.labs.mlrg.olcut.config.Options