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package org.apache.lucene.search.similarities;


import org.apache.lucene.search.Explanation;

This class acts as the base class for the implementations of the term frequency normalization methods in the DFR framework.
See Also:
  • DFRSimilarity
@lucene.experimental
/** * This class acts as the base class for the implementations of the term * frequency normalization methods in the DFR framework. * * @see DFRSimilarity * @lucene.experimental */
public abstract class Normalization {
Sole constructor. (For invocation by subclass constructors, typically implicit.)
/** * Sole constructor. (For invocation by subclass * constructors, typically implicit.) */
public Normalization() {}
Returns the normalized term frequency.
Params:
  • len – the field length.
/** Returns the normalized term frequency. * @param len the field length. */
public abstract double tfn(BasicStats stats, double tf, double len);
Returns an explanation for the normalized term frequency.

The default normalization methods use the field length of the document and the average field length to compute the normalized term frequency. This method provides a generic explanation for such methods. Subclasses that use other statistics must override this method.

/** Returns an explanation for the normalized term frequency. * <p>The default normalization methods use the field length of the document * and the average field length to compute the normalized term frequency. * This method provides a generic explanation for such methods. * Subclasses that use other statistics must override this method.</p> */
public Explanation explain(BasicStats stats, double tf, double len) { return Explanation.match( (float) tfn(stats, tf, len), getClass().getSimpleName() + ", computed from:", Explanation.match((float) tf, "tf, number of occurrences of term in the document"), Explanation.match((float) stats.getAvgFieldLength(), "avgfl, average length of field across all documents"), Explanation.match((float) len, "fl, field length of the document")); }
Implementation used when there is no normalization.
/** Implementation used when there is no normalization. */
public static final class NoNormalization extends Normalization {
Sole constructor: parameter-free
/** Sole constructor: parameter-free */
public NoNormalization() {} @Override public double tfn(BasicStats stats, double tf, double len) { return tf; } @Override public Explanation explain(BasicStats stats, double tf, double len) { return Explanation.match(1, "no normalization"); } @Override public String toString() { return ""; } }
Subclasses must override this method to return the code of the normalization formula. Refer to the original paper for the list.
/** * Subclasses must override this method to return the code of the * normalization formula. Refer to the original paper for the list. */
@Override public abstract String toString(); }