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Carrot2 search results clustering framework. Minimal functional subset (core algorithms and infrastructure, no document sources).

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/*
 * Carrot2 project.
 *
 * Copyright (C) 2002-2013, Dawid Weiss, Stanisław Osiński.
 * All rights reserved.
 *
 * Refer to the full license file "carrot2.LICENSE"
 * in the root folder of the repository checkout or at:
 * http://www.carrot2.org/carrot2.LICENSE
 */

package org.carrot2.text.vsm;

/**
 * Calculates term-document matrix element values based on Linear Inverse Term Frequency.
 */
public class LinearTfIdfTermWeighting implements ITermWeighting
{
    public double calculateTermWeight(int termFrequency, int documentFrequency,
        int documentCount)
    {
        return termFrequency
            * ((documentCount - documentFrequency) / (double) documentFrequency);
    }
}