Uses of Interface
gov.sandia.cognition.learning.algorithm.nearest.NearestNeighbor

Packages that use NearestNeighbor

Package	Description
gov.sandia.cognition.learning.algorithm.nearest	Provides algorithms for Nearest-Neighbor memory-based functions.

Uses of NearestNeighbor in gov.sandia.cognition.learning.algorithm.nearest

Subinterfaces of NearestNeighbor in gov.sandia.cognition.learning.algorithm.nearest

Modifier and Type	Interface and Description
interface	KNearestNeighbor<InputType,OutputType> A generic k-nearest-neighbor classifier.

Classes in gov.sandia.cognition.learning.algorithm.nearest that implement NearestNeighbor

Modifier and Type	Class and Description
class	AbstractKNearestNeighbor<InputType,OutputType> Partial implementation of KNearestNeighbor.
class	AbstractNearestNeighbor<InputType,OutputType> Partial implementation of KNearestNeighbor.
class	KNearestNeighborExhaustive<InputType,OutputType> A generic k-nearest-neighbor classifier.
static class	KNearestNeighborExhaustive.Learner<InputType,OutputType> This is a BatchLearner interface for creating a new KNearestNeighborExhaustive from a given dataset, simply a pass-through to the constructor of KNearestNeighborExhaustive
class	KNearestNeighborKDTree<InputType extends Vectorizable,OutputType> A KDTree-based implementation of the k-nearest neighbor algorithm.
static class	KNearestNeighborKDTree.Learner<InputType extends Vectorizable,OutputType> This is a BatchLearner interface for creating a new KNearestNeighbor from a given dataset, simply a pass-through to the constructor of KNearestNeighbor
class	NearestNeighborExhaustive<InputType,OutputType> The NearestNeighborExhaustive class implements a simple evaluator that looks up a given input object in a collection of input-output pair examples and returns the output associated with the most similar input.
class	NearestNeighborKDTree<InputType extends Vectorizable,OutputType> A KDTree-based implementation of the nearest neighbor algorithm.
static class	NearestNeighborKDTree.Learner<InputType extends Vectorizable,OutputType> This is a BatchLearner interface for creating a new NearestNeighbor from a given dataset, simply a pass-through to the constructor of NearestNeighbor