Uses of Interface
org.tribuo.math.neighbour.NeighboursQueryFactory
Package
Description
Provides an implementation of HDBSCAN*.
Provides a K-Nearest Neighbours implementation which works across
all Tribuo
Output
types.Provides nearest neighbour query functionality.
Provides a brute-force nearest neighbour query implementation.
Provides a k-d tree nearest neighbour query implementation.
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Uses of NeighboursQueryFactory in org.tribuo.clustering.hdbscan
ModifierConstructorDescriptionHdbscanTrainer
(int minClusterSize, int k, NeighboursQueryFactory neighboursQueryFactory) Constructs an HDBSCAN* trainer using the supplied parameters. -
Uses of NeighboursQueryFactory in org.tribuo.common.nearest
ModifierConstructorDescriptionKNNTrainer
(int k, int numThreads, EnsembleCombiner<T> combiner, KNNModel.Backend backend, NeighboursQueryFactory neighboursQueryFactory) Creates a K-NN trainer using the supplied parameters. -
Uses of NeighboursQueryFactory in org.tribuo.math.neighbour
Modifier and TypeMethodDescriptionstatic NeighboursQueryFactory
NeighboursQueryFactory.deserialize
(org.tribuo.math.protos.NeighbourFactoryProto proto) Deserialization helper for NeighboursQueryFactories.static NeighboursQueryFactory
NeighboursQueryFactoryType.getNeighboursQueryFactory
(NeighboursQueryFactoryType nqFactoryType, Distance distance, int numThreads) Returns the appropriateNeighboursQueryFactory
implementation. -
Uses of NeighboursQueryFactory in org.tribuo.math.neighbour.bruteforce
Modifier and TypeClassDescriptionfinal class
A factory which creates brute-force nearest neighbour query objects. -
Uses of NeighboursQueryFactory in org.tribuo.math.neighbour.kdtree
Modifier and TypeClassDescriptionclass
A factory which creates k-d tree nearest neighbour query objects.