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Facilities for evaluating recommender algorithms.
/*
* LensKit, an open source recommender systems toolkit.
* Copyright 2010-2014 LensKit Contributors. See CONTRIBUTORS.md.
* Work on LensKit has been funded by the National Science Foundation under
* grants IIS 05-34939, 08-08692, 08-12148, and 10-17697.
*
* This program 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 2.1 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 General Public License for more
* details.
*
* You should have received a copy of the GNU General Public License along with
* this program; if not, write to the Free Software Foundation, Inc., 51
* Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
*/
package org.grouplens.lenskit.eval.data.crossfold;
import java.util.List;
import java.util.Random;
import org.grouplens.lenskit.data.event.Rating;
/**
* A train-test holdout method.
*/
public class Holdout {
private final Order order;
private final PartitionAlgorithm partitionMethod;
public Holdout(Order ord, PartitionAlgorithm part) {
order = ord;
partitionMethod = part;
}
public Order getOrder() {
return order;
}
public PartitionAlgorithm getPartitionMethod() {
return partitionMethod;
}
public int partition(List ratings, Random rng) {
if (order == null || partitionMethod == null) {
throw new IllegalStateException("Unconfigured holdout");
}
order.apply(ratings, rng);
return partitionMethod.partition(ratings);
}
}
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