Uses of Interface
org.openimaj.ml.clustering.assignment.Assigner

Packages that use Assigner

Package	Description
org.openimaj.ml.clustering.assignment
org.openimaj.ml.clustering.assignment.hard
org.openimaj.ml.clustering.assignment.soft
org.openimaj.ml.clustering.rac
org.openimaj.ml.clustering.rforest

Uses of Assigner in org.openimaj.ml.clustering.assignment

Subinterfaces of Assigner in org.openimaj.ml.clustering.assignment

Modifier and Type	Interface and Description
interface	HardAssigner<DATATYPE,DISTANCES,DISTANCE_INDEX> The HardAssigner interface describes classes that assign a spatial point to a single cluster.
interface	SoftAssigner<DATATYPE,DISTANCES> The SoftAssigner interface describes classes that assign a spatial point to multiple clusters, possibly with weighting.

Uses of Assigner in org.openimaj.ml.clustering.assignment.hard

Classes in org.openimaj.ml.clustering.assignment.hard that implement Assigner

Modifier and Type	Class and Description
class	ConstrainedFloatAssigner<DATATYPE> An assigner that wraps another hard assigner and only produces valid assignments if the closest cluster is within (or outside) of a given threshold distance.
class	ExactByteAssigner A HardAssigner that assigns points to the closest cluster based on the distance to the centroid.
class	ExactDoubleAssigner A HardAssigner that assigns points to the closest cluster based on the distance to the centroid.
class	ExactFeatureVectorAssigner<T extends FeatureVector> A HardAssigner that assigns points to the closest cluster based on the distance to the centroid.
class	ExactFloatAssigner A HardAssigner that assigns points to the closest cluster based on the distance to the centroid.
class	ExactIntAssigner A HardAssigner that assigns points to the closest cluster based on the distance to the centroid.
class	ExactLongAssigner A HardAssigner that assigns points to the closest cluster based on the distance to the centroid.
class	ExactShortAssigner A HardAssigner that assigns points to the closest cluster based on the distance to the centroid.
class	HierarchicalByteHardAssigner The HierarchicalByteHardAssigner is a HardAssigner for HierarchicalByteKMeansResult instances.
class	HierarchicalDoubleHardAssigner The HierarchicalDoubleHardAssigner is a HardAssigner for HierarchicalDoubleKMeansResult instances.
class	HierarchicalFloatHardAssigner The HierarchicalFloatHardAssigner is a HardAssigner for HierarchicalFloatKMeansResult instances.
class	HierarchicalIntHardAssigner The HierarchicalIntHardAssigner is a HardAssigner for HierarchicalIntKMeansResult instances.
class	HierarchicalLongHardAssigner The HierarchicalLongHardAssigner is a HardAssigner for HierarchicalLongKMeansResult instances.
class	HierarchicalShortHardAssigner The HierarchicalShortHardAssigner is a HardAssigner for HierarchicalShortKMeansResult instances.
class	KDTreeByteEuclideanAssigner A HardAssigner that uses a ByteNearestNeighboursKDTree to generate approximately correct cluster assignments.
class	KDTreeDoubleEuclideanAssigner A HardAssigner that uses a DoubleNearestNeighboursKDTree to generate approximately correct cluster assignments.
class	KDTreeFloatEuclideanAssigner A HardAssigner that uses a FloatNearestNeighboursKDTree to generate approximately correct cluster assignments.
class	KDTreeIntEuclideanAssigner A HardAssigner that uses a IntNearestNeighboursKDTree to generate approximately correct cluster assignments.
class	KDTreeLongEuclideanAssigner A HardAssigner that uses a LongNearestNeighboursKDTree to generate approximately correct cluster assignments.
class	KDTreeShortEuclideanAssigner A HardAssigner that uses a ShortNearestNeighboursKDTree to generate approximately correct cluster assignments.

Uses of Assigner in org.openimaj.ml.clustering.assignment.soft

Classes in org.openimaj.ml.clustering.assignment.soft that implement Assigner

Modifier and Type	Class and Description
class	ByteKNNAssigner A SoftAssigner that picks a fixed number of nearest neighbours.
class	DoubleKNNAssigner A SoftAssigner that picks a fixed number of nearest neighbours.
class	FloatKNNAssigner A SoftAssigner that picks a fixed number of nearest neighbours.
class	HierarchicalBytePathAssigner A SoftAssigner for gathering the clusters assigned to a point from a hierarchical clustering.
class	HierarchicalDoublePathAssigner A SoftAssigner for gathering the clusters assigned to a point from a hierarchical clustering.
class	HierarchicalFloatPathAssigner A SoftAssigner for gathering the clusters assigned to a point from a hierarchical clustering.
class	HierarchicalIntPathAssigner A SoftAssigner for gathering the clusters assigned to a point from a hierarchical clustering.
class	HierarchicalLongPathAssigner A SoftAssigner for gathering the clusters assigned to a point from a hierarchical clustering.
class	HierarchicalShortPathAssigner A SoftAssigner for gathering the clusters assigned to a point from a hierarchical clustering.
class	IntKNNAssigner A SoftAssigner that picks a fixed number of nearest neighbours.
class	LongKNNAssigner A SoftAssigner that picks a fixed number of nearest neighbours.
class	ShortKNNAssigner A SoftAssigner that picks a fixed number of nearest neighbours.

Uses of Assigner in org.openimaj.ml.clustering.rac

Classes in org.openimaj.ml.clustering.rac that implement Assigner

Modifier and Type	Class and Description
class	ClusterLimitedIntRAC Similar to IntRAC but explicitly specify the limit the number of clusters.
class	IntRAC An implementation of the RAC algorithm proposed by Ramanan and Niranjan.

Uses of Assigner in org.openimaj.ml.clustering.rforest

Classes in org.openimaj.ml.clustering.rforest that implement Assigner

Modifier and Type	Class and Description
class	IntRandomForest An implementation of the RandomForest clustering algorithm proposed by Jurie et al.