/*
* 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.lucene.search.similarities;
import org.apache.lucene.search.Explanation;
Computes lambda as docFreq+1 / numberOfDocuments+1
. @lucene.experimental
/**
* Computes lambda as {@code docFreq+1 / numberOfDocuments+1}.
* @lucene.experimental
*/
public class LambdaDF extends Lambda {
Sole constructor: parameter-free /** Sole constructor: parameter-free */
public LambdaDF() {}
@Override
public final float lambda(BasicStats stats) {
float lambda = (float) ((stats.getDocFreq() + 1.0) / (stats.getNumberOfDocuments() + 1.0));
if (lambda == 1) {
// Distribution SPL cannot work with values of lambda that are equal to 1
lambda = Math.nextDown(lambda);
}
return lambda;
}
@Override
public final Explanation explain(BasicStats stats) {
return Explanation.match(
lambda(stats),
getClass().getSimpleName()
+ ", computed as (n + 1) / (N + 1) from:",
Explanation.match(stats.getDocFreq(),
"n, number of documents containing term"),
Explanation.match(stats.getNumberOfDocuments(),
"N, total number of documents with field"));
}
@Override
public String toString() {
return "D";
}
}