org.apache.lucene.search.similarities.BasicModel Maven / Gradle / Ivy

Go to download
/*
 * 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;

/**
 * This class acts as the base class for the specific basic model
 * implementations in the DFR framework. Basic models compute the
 * informative content Inf₁ = -log₂Prob₁
 * .
 * 
 * @see DFRSimilarity
 * @lucene.experimental
 */
public abstract class BasicModel {
  
  /**
   * Sole constructor. (For invocation by subclass 
   * constructors, typically implicit.)
   */
  public BasicModel() {}

  /** Returns the informative content score combined with the after effect, more specifically
   * {@code informationContentScore * aeTimes1pTfn / (1 + tfn)}. This function must be
   * non-decreasing with {@code tfn}. */
  public abstract double score(BasicStats stats, double tfn, double aeTimes1pTfn);
  

  /**
   * Returns an explanation for the score.
   * Subclasses must override this method.
   */
  public abstract Explanation explain (BasicStats stats, double tfn, double aeTimes1pTfn);

  /**
   * Subclasses must override this method to return the code of the
   * basic model formula. Refer to the original paper for the list. 
   */
  @Override
  public abstract String toString();
}