/*
* RapidMiner
*
* Copyright (C) 2001-2008 by Rapid-I and the contributors
*
* Complete list of developers available at our web site:
*
* http://rapid-i.com
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU Affero General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program 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 Affero General Public License for more details.
*
* You should have received a copy of the GNU Affero General Public License
* along with this program. If not, see http://www.gnu.org/licenses/.
*/
package com.rapidminer.tools.math.distribution;
import com.rapidminer.tools.Tools;
/**
* The distribution for a continous variable.
*
* @author Tobias Malbrecht
* @version $Id: ContinuousDistribution.java,v 1.4 2008/07/31 17:43:41 ingomierswa Exp $
*/
public abstract class ContinuousDistribution implements Distribution {
/**
*
*/
private static final long serialVersionUID = 6775492269986383673L;
public final boolean isDiscrete() {
return false;
}
public final boolean isContinuous() {
return true;
}
public abstract double getProbability(double x);
/**
* This method returns a lower bound of values. This bound
* should be given by the distributions tail, for example bounds
* should contain 95% interval. Nominal distributions should
* return NaN.
*/
public abstract double getLowerBound();
/**
* This method returns an upper bound of possible values. This
* bound should be given by the distributions tail, for example
* bounds should contain 95% interval. Nominal distributions
* should return NaN.
*/
public abstract double getUpperBound();
public String mapValue(double value) {
return Tools.formatNumber(value);
}
}