/*
* Copyright (C) 2008-2015 by Holger Arndt
*
* This file is part of the Universal Java Matrix Package (UJMP).
* See the NOTICE file distributed with this work for additional
* information regarding copyright ownership and licensing.
*
* UJMP is free software; you can redistribute it and/or modify
* it under the terms of the GNU Lesser General Public License as
* published by the Free Software Foundation; either version 2
* of the License, or (at your option) any later version.
*
* UJMP is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU Lesser General Public License for more details.
*
* You should have received a copy of the GNU Lesser General Public
* License along with UJMP; if not, write to the
* Free Software Foundation, Inc., 51 Franklin St, Fifth Floor,
* Boston, MA 02110-1301 USA
*/
package org.ujmp.core.intmatrix.calculation;
import org.ujmp.core.Matrix;
import org.ujmp.core.util.UJMPSettings;
public class DiscretizeStandardBinning extends AbstractIntCalculation {
private static final long serialVersionUID = -2045926868254834270L;
private Matrix min = null;
private Matrix max = null;
private int numberOfBins = 3;
public DiscretizeStandardBinning(int dimension, Matrix matrix, int numberOfBins) {
super(dimension, matrix);
this.numberOfBins = numberOfBins;
}
public int getInt(long... coordinates) {
if (min == null || max == null) {
calculate();
}
double v = getSource().getAsDouble(coordinates);
double mi = 0;
double ma = 0;
switch (getDimension()) {
case Matrix.ROW:
mi = min.getAsDouble(0, coordinates[COLUMN]);
ma = max.getAsDouble(0, coordinates[COLUMN]) + UJMPSettings.getInstance().getTolerance();
break;
case Matrix.COLUMN:
mi = min.getAsDouble(coordinates[ROW], 0);
ma = max.getAsDouble(coordinates[ROW], 0) + UJMPSettings.getInstance().getTolerance();
break;
default:
mi = min.getAsDouble(0, 0);
ma = max.getAsDouble(0, 0) + UJMPSettings.getInstance().getTolerance();
break;
}
double bs = (ma - mi) / numberOfBins;
int i = (int) Math.floor((v - mi) / bs);
return i;
}
private void calculate() {
min = getSource().min(Ret.NEW, getDimension());
max = getSource().max(Ret.NEW, getDimension());
}
}
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