Uses of Annotation Type
org.tribuo.protos.ProtoSerializableClass
Packages that use ProtoSerializableClass
Package
Description
Provides the core interfaces and classes for using Tribuo.
Provides the base interface and implementations of the
Model hashing
which obscures the feature names stored in a model.Provides core classes for working with sequences of
Examples.Provides implementations of standard transformations like binning, scaling, taking logs and exponents.
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Uses of ProtoSerializableClass in org.tribuo
Classes in org.tribuo with annotations of type ProtoSerializableClassModifier and TypeClassDescriptionclassSame as aCategoricalInfo, but with an additional int id field.classStores information about Categorical features.classImmutableFeatureMap is used when unknown features should not be added to the FeatureMap.classA feature map that can record new feature value observations.classPrediction<T extends Output<T>>A prediction made by aModel.classSame as aRealInfo, but with an additional int id field.classStores information about real valued features.final classA record-like class for a selected feature set. -
Uses of ProtoSerializableClass in org.tribuo.hash
Classes in org.tribuo.hash with annotations of type ProtoSerializableClassModifier and TypeClassDescriptionfinal classHashes names using String.hashCode().final classAFeatureMapused by theHashingTrainerto provide feature name hashing and guarantee that theModeldoes not contain feature name information, but still works with unhashed features names.final classHashes Strings using the supplied MessageDigest type.final classHashes names using String.hashCode(), then reduces the dimension. -
Uses of ProtoSerializableClass in org.tribuo.sequence
Classes in org.tribuo.sequence with annotations of type ProtoSerializableClassModifier and TypeClassDescriptionclassSequenceExample<T extends Output<T>>A sequence of examples, used for sequence classification. -
Uses of ProtoSerializableClass in org.tribuo.transform.transformations
Classes in org.tribuo.transform.transformations with annotations of type ProtoSerializableClassModifier and TypeClassDescriptionstatic final classThe implementation of aTransformerwhich splits the input into n bins.final classThis is used for stateless functions such as exp, log, addition or multiplication by a constant.