CODEWITHSUNDEEP
javastringgroovylevenshtein-distancefuzzy-comparison
AbuMariam
AbuMariam

Reputation: 3678

Why is the Levenshtein distance score so low for these two strings?

I am using a Levenshtein distance algorithm to find similar strings and I currently have my score for acceptance as 12 (because some of my strings have up to 5 words). But I was suprised to see the below two strings get a score of 11, they seem very different to me..

def string1 = "Facial Fuel"
def string2 = "Calendula Toner"

println("Result is ${distance(string1,string2)}");

def distance(String str1, String str2) {
   def dist = new int[str1.size() + 1][str2.size() + 1]
   (0..str1.size()).each { dist[it][0] = it }
   (0..str2.size()).each { dist[0][it] = it }

    (1..str1.size()).each { i ->
    (1..str2.size()).each { j ->
        dist[i][j] = [dist[i - 1][j] + 1, dist[i][j - 1] + 1, dist[i - 1][j - 1] + ((str1[i - 1] == str2[j - 1]) ? 0 : 1)].min()
       }
   }
   return dist[str1.size()][str2.size()]
}

Is something wrong with the algorithm here or is that the right score?

Upvotes: 0

Views: 331

Answers (1)

user4910279
user4910279

Reputation:

Your result is right.

    string1:   F a c i a     l   . F u   e l
    operation: S C S S S I I C I C S S I C S
    string2:   C a l e n d u l a . T o n e r

('.' means ' ')

Operations are

    C : Copy
    S : Substitue
    I : Insert
    D : Delete

Levenshtein distance is

    S * 7 + I * 4 = 11

Upvotes: 2

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