Source code
Description: source: package: org.apache.commons.text.similarity, class: JaccardDistance

    001/*
    002 * Licensed to the Apache Software Foundation (ASF) under one or more
    003 * contributor license agreements.  See the NOTICE file distributed with
    004 * this work for additional information regarding copyright ownership.
    005 * The ASF licenses this file to You under the Apache License, Version 2.0
    006 * (the "License"); you may not use this file except in compliance with
    007 * the License.  You may obtain a copy of the License at
    008 *
    009 *      http://www.apache.org/licenses/LICENSE-2.0
    010 *
    011 * Unless required by applicable law or agreed to in writing, software
    012 * distributed under the License is distributed on an "AS IS" BASIS,
    013 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
    014 * See the License for the specific language governing permissions and
    015 * limitations under the License.
    016 */
    017package org.apache.commons.text.similarity;
    018
    019/**
    020 * Measures the Jaccard distance of two sets of character sequence. Jaccard distance is the dissimilarity between two sets. It is the complementary of Jaccard
    021 * similarity.
    022 *
    023 * <p>
    024 * For further explanation about Jaccard Distance, refer https://en.wikipedia.org/wiki/Jaccard_index
    025 * </p>
    026 *
    027 * @since 1.0
    028 */
    029public class JaccardDistance implements EditDistance<Double> {
    030
    031    /**
    032     * Computes the Jaccard distance of two set character sequence passed as input. Calculates Jaccard similarity and returns the complement of it.
    033     *
    034     * @param left  first input sequence.
    035     * @param right second input sequence.
    036     * @return index
    037     * @throws IllegalArgumentException if either String input {@code null}.
    038     */
    039    @Override
    040    public Double apply(final CharSequence left, final CharSequence right) {
    041        return apply(SimilarityInput.input(left), SimilarityInput.input(right));
    042    }
    043
    044    /**
    045     * Computes the Jaccard distance of two set character sequence passed as input. Calculates Jaccard similarity and returns the complement of it.
    046     *
    047     * @param <E>   The type of similarity score unit.
    048     * @param left  first input sequence.
    049     * @param right second input sequence.
    050     * @return index
    051     * @throws IllegalArgumentException if either String input {@code null}.
    052     */
    053    public <E> Double apply(final SimilarityInput<E> left, final SimilarityInput<E> right) {
    054        return 1.0 - JaccardSimilarity.INSTANCE.apply(left, right).doubleValue();
    055    }
    056
    057}