Hierarchy For All Packages

Package Hierarchies:

• org.tribuo.classification.sgd,
• org.tribuo.classification.sgd.crf,
• org.tribuo.classification.sgd.fm,
• org.tribuo.classification.sgd.kernel,
• org.tribuo.classification.sgd.linear,
• org.tribuo.classification.sgd.objectives

Class Hierarchy

• java.lang.Object
  • org.tribuo.common.sgd.AbstractSGDTrainer<T,U,V,X> (implements org.tribuo.Trainer<T>, org.tribuo.WeightedExamples)
    • org.tribuo.common.sgd.AbstractFMTrainer<T,U,V>
      • org.tribuo.classification.sgd.fm.FMClassificationTrainer
    • org.tribuo.common.sgd.AbstractLinearSGDTrainer<T,U,V>
      • org.tribuo.classification.sgd.linear.LinearSGDTrainer
        • org.tribuo.classification.sgd.linear.LogisticRegressionTrainer
  • org.tribuo.classification.sgd.crf.ChainHelper
  • org.tribuo.classification.sgd.crf.ChainHelper.ChainBPResults
  • org.tribuo.classification.sgd.crf.ChainHelper.ChainCliqueValues
  • org.tribuo.classification.sgd.crf.ChainHelper.ChainViterbiResults
  • org.tribuo.classification.sgd.crf.Chunk
  • org.tribuo.classification.sgd.crf.CRFOptions (implements com.oracle.labs.mlrg.olcut.config.Options)
  • org.tribuo.classification.sgd.crf.CRFParameters (implements org.tribuo.math.Parameters, java.io.Serializable)
  • org.tribuo.classification.sgd.crf.CRFTrainer (implements org.tribuo.sequence.SequenceTrainer<T>, org.tribuo.WeightedExamples)
  • org.tribuo.classification.sgd.fm.FMClassificationOptions (implements org.tribuo.classification.ClassificationOptions<TRAINER>)
  • org.tribuo.classification.sgd.objectives.Hinge (implements org.tribuo.classification.sgd.LabelObjective)
  • org.tribuo.classification.sgd.kernel.KernelSVMOptions (implements org.tribuo.classification.ClassificationOptions<TRAINER>)
  • org.tribuo.classification.sgd.kernel.KernelSVMTrainer (implements org.tribuo.Trainer<T>, org.tribuo.WeightedExamples)
  • org.tribuo.classification.sgd.linear.LinearSGDOptions (implements org.tribuo.classification.ClassificationOptions<TRAINER>)
  • org.tribuo.classification.sgd.objectives.LogMulticlass (implements org.tribuo.classification.sgd.LabelObjective)
  • org.tribuo.Model<T> (implements org.tribuo.protos.ProtoSerializable<T>, com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>, java.io.Serializable)
    • org.tribuo.common.sgd.AbstractSGDModel<T>
      • org.tribuo.common.sgd.AbstractFMModel<T>
        • org.tribuo.classification.sgd.fm.FMClassificationModel (implements org.tribuo.ONNXExportable)
      • org.tribuo.common.sgd.AbstractLinearSGDModel<T>
        • org.tribuo.classification.sgd.linear.LinearSGDModel (implements org.tribuo.ONNXExportable)
    • org.tribuo.classification.sgd.kernel.KernelSVMModel
  • org.tribuo.classification.sgd.crf.SeqTest
  • org.tribuo.classification.sgd.crf.SeqTest.CRFOptions (implements com.oracle.labs.mlrg.olcut.config.Options)
  • org.tribuo.sequence.SequenceModel<T> (implements org.tribuo.protos.ProtoSerializable<T>, com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>, java.io.Serializable)
    • org.tribuo.classification.sequence.ConfidencePredictingSequenceModel
      • org.tribuo.classification.sgd.crf.CRFModel
  • org.tribuo.classification.sgd.fm.TrainTest
  • org.tribuo.classification.sgd.kernel.TrainTest
  • org.tribuo.classification.sgd.TrainTest
  • org.tribuo.classification.sgd.fm.TrainTest.TrainTestOptions (implements com.oracle.labs.mlrg.olcut.config.Options)
  • org.tribuo.classification.sgd.kernel.TrainTest.TrainTestOptions (implements com.oracle.labs.mlrg.olcut.config.Options)
  • org.tribuo.classification.sgd.TrainTest.TrainTestOptions (implements com.oracle.labs.mlrg.olcut.config.Options)
  • org.tribuo.classification.sgd.Util
  • org.tribuo.classification.sgd.Util.ExampleArray
  • org.tribuo.classification.sgd.Util.SequenceExampleArray

Interface Hierarchy

• com.oracle.labs.mlrg.olcut.config.Configurable
  • org.tribuo.common.sgd.SGDObjective<T> (also extends com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>)
    • org.tribuo.classification.sgd.LabelObjective
• com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>
  • org.tribuo.common.sgd.SGDObjective<T> (also extends com.oracle.labs.mlrg.olcut.config.Configurable)
    • org.tribuo.classification.sgd.LabelObjective

Enum Hierarchy

• java.lang.Object
  • java.lang.Enum<E> (implements java.lang.Comparable<T>, java.io.Serializable)
    • org.tribuo.classification.sgd.crf.CRFModel.ConfidenceType
    • org.tribuo.classification.sgd.fm.FMClassificationOptions.LossEnum
    • org.tribuo.classification.sgd.kernel.KernelSVMOptions.KernelEnum
    • org.tribuo.classification.sgd.linear.LinearSGDOptions.LossEnum