For two sets ? and ?, their Jaccard similarity, denoted ?(?,?), is defined as ?(?,?) = |? ∩...

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Programming

For two sets ? and ?, their Jaccard similarity, denoted ?(?,?),is defined as

?(?,?) =
|? ∩ ?| |? ∪ ?|


where |?| is the size of set ?; ? ∩ ? is the intersection of ? and?, that is the elements in both of ? and ?; and ? ∪ ? is the unionof ? and ?, that is the elements in at least one of ? and ?. Forexample, if ? = {1,2,3,4} and ? = {2,4,6,8}, then ? ∩ ? = {2,4} and? ∪ ? = {1,2,3,4,6,8} so

?(?,?) =
|? ∩ ?| |? ∪ ?|
=
|{2,4}| |{1,2,3,4,6,8}|
=
2 6
=
1 3


Write a method, jaccard, that given two sets represented asHashSets, returns their Jaccard similarity. The skeleton for themethod is provided in the file Jaccard.java.

The following are a few sample runs:

Input : ? = [1, 2, 3, 4], ? = [2, 4, 6, 8] Return: 0.333333⋯

Input : ? = [\"???â„Ž???\", \"?â„Ž??\", \"????\", \"??????\", \"????â„Ž\"] ? =[\"?â„Ž??\", \"?????\", \"????\", \"??????\", \"????â„Ž\", \"??????\"] Return:0.375

import java.util.*;

public class Jaccard {
   /**
   * Computes the Jaccard similarity of two setsrepresented as HashSets.
   *
   * Time Complexity: O(n) where n is the smaller of thesizes of the two input sets.
   *
   * @param A HashSet representation of one of the twoinput sets
   * @param B HashSet representation of the other of thetwo input sets
   * @return the Jaccard similarity of A and B
   */
   public double jaccard(HashSet A,HashSet B) {
      
       //Replace this line with yourreturn statement
       return -1;
   }
}

Answer & Explanation Solved by verified expert
3.9 Ratings (748 Votes)
import javautilpublic class Jaccard Computes the Jaccard similarity of two sets represented as HashSets Time Complexity On where n is the smaller of the sizes of the two input    See Answer
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