org.jpmml.evaluator.HasProbability Maven / Gradle / Ivy

Go to download

Show more of this group Show more artifacts with this name
Show all versions of pmml-evaluator Show documentation

JPMML class model evaluator

There is a newer version: 1.6.6

/*
 * Copyright (c) 2013 Villu Ruusmann
 *
 * This file is part of JPMML-Evaluator
 *
 * JPMML-Evaluator 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.
 *
 * JPMML-Evaluator 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 JPMML-Evaluator.  If not, see .
 */
package org.jpmml.evaluator;

/**
 * 
 * A marker interface for classification results that provide a probability distribution.
 * 
 *
 * 
 * Probability represents a degree of certainty that the sample belongs to a particular category.
 * Probabilities are required to sum to 1 across all categories.
 * Ideally, the probability of the predicted category should approach 1.0, and the probabilities of all other categories should approach 0.0.
 * 
 *
 * @see org.dmg.pmml.ResultFeature#PROBABILITY
 */
public interface HasProbability extends CategoricalResultFeature