/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.commons.math3.stat.clustering;
import java.io.Serializable;
import java.util.Collection;
import java.util.Arrays;
import org.apache.commons.math3.util.MathArrays;
A simple implementation of Clusterable
for points with double coordinates. Since: 3.1 Deprecated: As of 3.2 (to be removed in 4.0), use DoublePoint
instead
/**
* A simple implementation of {@link Clusterable} for points with double coordinates.
* @since 3.1
* @deprecated As of 3.2 (to be removed in 4.0),
* use {@link org.apache.commons.math3.ml.clustering.DoublePoint} instead
*/
@Deprecated
public class EuclideanDoublePoint implements Clusterable<EuclideanDoublePoint>, Serializable {
Serializable version identifier. /** Serializable version identifier. */
private static final long serialVersionUID = 8026472786091227632L;
Point coordinates. /** Point coordinates. */
private final double[] point;
Build an instance wrapping an integer array.
The wrapped array is referenced, it is not copied.
Params: - point – the n-dimensional point in integer space
/**
* Build an instance wrapping an integer array.
* <p>
* The wrapped array is referenced, it is <em>not</em> copied.
*
* @param point the n-dimensional point in integer space
*/
public EuclideanDoublePoint(final double[] point) {
this.point = point;
}
{@inheritDoc} /** {@inheritDoc} */
public EuclideanDoublePoint centroidOf(final Collection<EuclideanDoublePoint> points) {
final double[] centroid = new double[getPoint().length];
for (final EuclideanDoublePoint p : points) {
for (int i = 0; i < centroid.length; i++) {
centroid[i] += p.getPoint()[i];
}
}
for (int i = 0; i < centroid.length; i++) {
centroid[i] /= points.size();
}
return new EuclideanDoublePoint(centroid);
}
{@inheritDoc} /** {@inheritDoc} */
public double distanceFrom(final EuclideanDoublePoint p) {
return MathArrays.distance(point, p.getPoint());
}
{@inheritDoc} /** {@inheritDoc} */
@Override
public boolean equals(final Object other) {
if (!(other instanceof EuclideanDoublePoint)) {
return false;
}
return Arrays.equals(point, ((EuclideanDoublePoint) other).point);
}
Get the n-dimensional point in integer space.
Returns: a reference (not a copy!) to the wrapped array
/**
* Get the n-dimensional point in integer space.
*
* @return a reference (not a copy!) to the wrapped array
*/
public double[] getPoint() {
return point;
}
{@inheritDoc} /** {@inheritDoc} */
@Override
public int hashCode() {
return Arrays.hashCode(point);
}
{@inheritDoc} /** {@inheritDoc} */
@Override
public String toString() {
return Arrays.toString(point);
}
}