Hierarchy For All Packages

Package Hierarchies:

• org.tribuo.classification,
• org.tribuo.classification.baseline,
• org.tribuo.classification.ensemble,
• org.tribuo.classification.evaluation,
• org.tribuo.classification.example,
• org.tribuo.classification.sequence,
• org.tribuo.classification.sequence.example,
• org.tribuo.classification.sequence.viterbi

Class Hierarchy

• java.lang.Object
  • org.tribuo.evaluation.AbstractEvaluator<T,C,E,M> (implements org.tribuo.evaluation.Evaluator<T,E>)
    • org.tribuo.classification.evaluation.LabelEvaluator
  • org.tribuo.sequence.AbstractSequenceEvaluator<T,C,E,M> (implements org.tribuo.sequence.SequenceEvaluator<T,E>)
    • org.tribuo.classification.sequence.LabelSequenceEvaluator
  • org.tribuo.classification.ensemble.AdaBoostTrainer (implements org.tribuo.Trainer<T>)
  • org.tribuo.classification.ensemble.ClassificationEnsembleOptions (implements com.oracle.labs.mlrg.olcut.config.Options)
  • org.tribuo.classification.sequence.ConfidencePredictingSequenceModel.Subsequence (implements java.io.Serializable)
  • org.tribuo.classification.evaluation.ConfusionMetrics
  • org.tribuo.classification.sequence.viterbi.DefaultFeatureExtractor (implements org.tribuo.classification.sequence.viterbi.LabelFeatureExtractor)
  • org.tribuo.classification.example.DemoLabelDataSource (implements org.tribuo.ConfigurableDataSource<T>)
    • org.tribuo.classification.example.CheckerboardDataSource
    • org.tribuo.classification.example.ConcentricCirclesDataSource
    • org.tribuo.classification.example.GaussianLabelDataSource
    • org.tribuo.classification.example.InterlockingCrescentsDataSource
    • org.tribuo.classification.example.NoisyInterlockingCrescentsDataSource
  • org.tribuo.classification.baseline.DummyClassifierTrainer (implements org.tribuo.Trainer<T>)
  • org.tribuo.classification.ensemble.FullyWeightedVotingCombiner (implements org.tribuo.ensemble.EnsembleCombiner<T>)
  • org.tribuo.classification.Label (implements org.tribuo.classification.Classifiable<T>)
  • org.tribuo.classification.evaluation.LabelConfusionMatrix (implements org.tribuo.classification.evaluation.ConfusionMatrix<T>)
  • org.tribuo.classification.evaluation.LabelEvaluationUtil
  • org.tribuo.classification.evaluation.LabelEvaluationUtil.PRCurve
  • org.tribuo.classification.evaluation.LabelEvaluationUtil.ROC
  • org.tribuo.classification.LabelFactory (implements org.tribuo.OutputFactory<T>)
  • org.tribuo.classification.LabelFactory.LabelFactoryProvenance (implements org.tribuo.provenance.OutputFactoryProvenance)
  • org.tribuo.classification.LabelInfo (implements org.tribuo.OutputInfo<T>)
    • org.tribuo.classification.ImmutableLabelInfo (implements org.tribuo.ImmutableOutputInfo<T>)
    • org.tribuo.classification.MutableLabelInfo (implements org.tribuo.MutableOutputInfo<T>)
  • org.tribuo.classification.example.LabelledDataGenerator
  • org.tribuo.classification.evaluation.LabelMetric (implements org.tribuo.evaluation.metrics.EvaluationMetric<T,C>)
  • org.tribuo.classification.sequence.LabelSequenceEvaluation (implements org.tribuo.sequence.SequenceEvaluation<T>)
  • org.tribuo.evaluation.metrics.MetricContext<T>
    • org.tribuo.classification.evaluation.LabelMetric.Context
  • org.tribuo.Model<T> (implements com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>, java.io.Serializable)
    • org.tribuo.classification.baseline.DummyClassifierModel
  • org.tribuo.classification.sequence.viterbi.NoopFeatureExtractor (implements org.tribuo.classification.sequence.viterbi.LabelFeatureExtractor)
  • org.tribuo.classification.sequence.SeqTrainTest
  • org.tribuo.classification.sequence.SeqTrainTest.SeqTrainTestOptions (implements com.oracle.labs.mlrg.olcut.config.Options)
  • org.tribuo.classification.sequence.example.SequenceDataGenerator
  • org.tribuo.sequence.SequenceModel<T> (implements com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>, java.io.Serializable)
    • org.tribuo.classification.sequence.ConfidencePredictingSequenceModel
    • org.tribuo.classification.sequence.viterbi.ViterbiModel
  • com.oracle.labs.mlrg.olcut.provenance.impl.SkeletalConfiguredObjectProvenance (implements com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance)
    • org.tribuo.classification.example.DemoLabelDataSource.DemoLabelDataSourceProvenance (implements org.tribuo.provenance.ConfiguredDataSourceProvenance)
  • org.tribuo.classification.TrainTestHelper
  • org.tribuo.classification.sequence.viterbi.ViterbiTrainer (implements org.tribuo.sequence.SequenceTrainer<T>)
  • org.tribuo.classification.sequence.viterbi.ViterbiTrainerOptions (implements com.oracle.labs.mlrg.olcut.config.Options)
  • org.tribuo.classification.ensemble.VotingCombiner (implements org.tribuo.ensemble.EnsembleCombiner<T>)

Interface Hierarchy

• com.oracle.labs.mlrg.olcut.config.Configurable
  • org.tribuo.classification.sequence.viterbi.LabelFeatureExtractor (also extends com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>, java.io.Serializable)
• org.tribuo.classification.evaluation.ConfusionMatrix<T>
• com.oracle.labs.mlrg.olcut.config.Options
  • org.tribuo.classification.ClassificationOptions<TRAINER>
• com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>
  • org.tribuo.evaluation.Evaluation<T>
    • org.tribuo.classification.evaluation.ClassifierEvaluation<T>
      • org.tribuo.classification.evaluation.LabelEvaluation
  • org.tribuo.classification.sequence.viterbi.LabelFeatureExtractor (also extends com.oracle.labs.mlrg.olcut.config.Configurable, java.io.Serializable)
• java.io.Serializable
  • org.tribuo.classification.sequence.viterbi.LabelFeatureExtractor (also extends com.oracle.labs.mlrg.olcut.config.Configurable, com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>)
  • org.tribuo.Output<T>
    • org.tribuo.classification.Classifiable<T>
• org.tribuo.classification.WeightedLabels

Enum Hierarchy

• java.lang.Object
  • java.lang.Enum<E> (implements java.lang.Comparable<T>, java.io.Serializable)
    • org.tribuo.classification.ensemble.ClassificationEnsembleOptions.EnsembleType
    • org.tribuo.classification.baseline.DummyClassifierTrainer.DummyType
    • org.tribuo.classification.evaluation.LabelMetrics
    • org.tribuo.classification.sequence.viterbi.ViterbiModel.ScoreAggregation
    • org.tribuo.classification.sequence.viterbi.ViterbiTrainerOptions.ViterbiLabelFeatures