Uses of Interface
org.apache.ignite.ml.math.distances.DistanceMeasure

Packages that use DistanceMeasure

Package	Description
org.apache.ignite.ml.clustering.kmeans	Contains kMeans clustering algorithm.
org.apache.ignite.ml.knn.classification	Contains main APIs for kNN classification algorithms.
org.apache.ignite.ml.math.distances	Contains main APIs for distances.

Uses of DistanceMeasure in org.apache.ignite.ml.clustering.kmeans

Methods in org.apache.ignite.ml.clustering.kmeans that return DistanceMeasure

Modifier and Type	Method and Description
DistanceMeasure	KMeansModel.distanceMeasure() Distance measure.
DistanceMeasure	KMeansModelFormat.getDistance()
DistanceMeasure	KMeansTrainer.getDistance() Gets the distance.

Methods in org.apache.ignite.ml.clustering.kmeans with parameters of type DistanceMeasure

Modifier and Type	Method and Description
KMeansTrainer	KMeansTrainer.withDistance(DistanceMeasure distance) Set up the distance.

Constructors in org.apache.ignite.ml.clustering.kmeans with parameters of type DistanceMeasure

Constructor and Description
KMeansModel(Vector[] centers, DistanceMeasure distanceMeasure) Construct KMeans model with given centers and distanceMeasure measure.
KMeansModelFormat(Vector[] centers, DistanceMeasure distance)

Uses of DistanceMeasure in org.apache.ignite.ml.knn.classification

Fields in org.apache.ignite.ml.knn.classification declared as DistanceMeasure

Modifier and Type	Field and Description
protected DistanceMeasure	KNNClassificationModel.distanceMeasure Distance measure.

Methods in org.apache.ignite.ml.knn.classification that return DistanceMeasure

Modifier and Type	Method and Description
DistanceMeasure	KNNModelFormat.getDistanceMeasure() Gets distance measure.

Methods in org.apache.ignite.ml.knn.classification with parameters of type DistanceMeasure

Modifier and Type	Method and Description
KNNClassificationModel<K,V>	KNNClassificationModel.withDistanceMeasure(DistanceMeasure distanceMeasure) Set up parameter of the kNN model.

Constructors in org.apache.ignite.ml.knn.classification with parameters of type DistanceMeasure

Constructor and Description
KNNModelFormat(int k, DistanceMeasure measure, KNNStrategy stgy) Creates an instance.

Uses of DistanceMeasure in org.apache.ignite.ml.math.distances

Classes in org.apache.ignite.ml.math.distances that implement DistanceMeasure

Modifier and Type	Class and Description
class	EuclideanDistance Calculates the L2 (Euclidean) distance between two points.
class	HammingDistance Calculates the Hamming distance between two points.
class	ManhattanDistance Calculates the L1 (sum of abs) distance between two points.