/** * 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. */ package org.apache.mahout.cf.taste.impl.eval; import java.io.Serializable; import org.apache.mahout.cf.taste.eval.IRStatistics; import com.google.common.base.Preconditions; public final class IRStatisticsImpl implements IRStatistics, Serializable { private final double precision; private final double recall; private final double fallOut; private final double ndcg; private final double reach; IRStatisticsImpl(double precision, double recall, double fallOut, double ndcg, double reach) { Preconditions.checkArgument(precision >= 0.0 && precision <= 1.0, "Illegal precision: " + precision); Preconditions.checkArgument(recall >= 0.0 && recall <= 1.0, "Illegal recall: " + recall); Preconditions.checkArgument(fallOut >= 0.0 && fallOut <= 1.0, "Illegal fallOut: " + fallOut); Preconditions.checkArgument(fallOut >= 0.0 && fallOut <= 1.0, "Illegal nDCG: " + ndcg); Preconditions.checkArgument(reach >= 0.0 && reach <= 1.0, "Illegal reach: " + ndcg); this.precision = precision; this.recall = recall; this.fallOut = fallOut; this.ndcg = ndcg; this.reach = reach; } @Override public double getPrecision() { return precision; } @Override public double getRecall() { return recall; } @Override public double getFallOut() { return fallOut; } @Override public double getF1Measure() { return getFNMeasure(1.0); } @Override public double getFNMeasure(double n) { double sum = n * precision + recall; return sum == 0.0 ? Double.NaN : (1.0 + n) * precision * recall / sum; } @Override public double getNormalizedDiscountedCumulativeGain() { return ndcg; } @Override public double getReach() { return reach; } @Override public String toString() { return "IRStatisticsImpl[precision:" + precision + ",recall:" + recall + ",fallOut:" + fallOut + ",nDCG:" + ndcg + ",reach:" + reach + ']'; } }