/*
 * 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.
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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); } }