Skip to content

Commit

Permalink
Remove "typical usage" column from kt-string-similarity
Browse files Browse the repository at this point in the history 
Signed-off-by: solonovamax <[email protected]>
  • Loading branch information
@solonovamax
solonovamax committed Oct 2, 2023
1 parent a3e3a39 commit 8615617
Showing 1 changed file with 18 additions and 18 deletions.
36 changes: 18 additions & 18 deletions kt-string-similarity/dokka/includes/kt-string-similarity.md
View file
Original file line number Diff line number Diff line change
Expand Up @@ -24,24 +24,24 @@ The main characteristics of each implemented algorithm are presented below.
The "cost" columns gives an estimation of the computational/memory costs to compute the similarity between two strings of length
\\(m\\) and \\(n\\) respectively.

| Name | Distance | Similarity | Normalized | Metric | Memory cost | Execution cost | Typical usage |
|--------------------------------------------|:--------:|:----------:|:----------:|:------:|----------------------|------------------------------------|-----------------|
| Levenshtein | ☒ | ☐ | ☐ | ☒ | \\(O(m \\times n)\\) | \\(O(m \\times n)\\)[@ft-a] | |
| Damerau-Levenshtein[@ft-c] | ☒ | ☐ | ☐ | ☒ | \\(O(m \\times n)\\) | \\(O(m \\times n)\\)[@ft-a] | |
| Optimal String Alignment[@ft-c] | ☒ | ☐ | ☐ | ☒ | \\(O(m \\times n)\\) | \\(O(m \\times n)\\)[@ft-a] | |
| Longest Common Subsequence | ☒ | ☐ | ☐ | ☒ | \\(O(m \\times n)\\) | \\(O(m \\times n)\\)[@ft-a][@ft-b] | diff, git |
| Normalized Levenshtein | ☒ | ☒ | ☒ | ☒ | \\(O(m \\times n)\\) | \\(O(m \\times n)\\)[@ft-a] | |
| Normalized Damerau-Levenshtein[@ft-c] | ☒ | ☐ | ☒ | ☒ | \\(O(m \\times n)\\) | \\(O(m \\times n)\\)[@ft-a] | |
| Normalized Optimal String Alignment[@ft-c] | ☒ | ☐ | ☒ | ☒ | \\(O(m \\times n)\\) | \\(O(m \\times n)\\)[@ft-a] | |
| Normalized Longest Common Subsequence | ☒ | ☐ | ☒ | ☒ | \\(O(m \\times n)\\) | \\(O(m \\times n)\\)[@ft-a][@ft-b] | |
| Cosine similarity | ☒ | ☒ | ☒ | ☐ | \\(O(m + n)\\) | \\(O(m + n)\\) | |
| Jaccard index | ☒ | ☒ | ☒ | ☒ | \\(O(m + n)\\) | \\(O(m + n)\\) | |
| Jaro-Winkler | ☒ | ☒ | ☒ | ☐ | \\(O(m + n)\\) | \\(O(m \\times n)\\) | typo correction |
| N-Gram | ☒ | ☐ | ☒ | ☐ | | \\(O(m \\times n)\\) | |
| Q-Gram | ☒ | ☐ | ☐ | ☐ | | \\(O(m + n)\\) | |
| Ratcliff-Obershelp | ☒ | ☒ | ☒ | ☐ | \\(O(m + n)\\) | \\(O(n^3)\\) | |
| Sorensen-Dice coefficient | ☒ | ☒ | ☒ | ☐ | | \\(O(m + n)\\) | |
| Sift 4 | ☒ | ☐ | ☐ | ☐ | \\(O(m + n)\\) | \\(O(m + n)\\) | |
| Name | Distance | Similarity | Normalized | Metric | Memory cost | Execution cost |
|--------------------------------------------|:--------:|:----------:|:----------:|:------:|----------------------|------------------------------------|
| Levenshtein | ☒ | ☐ | ☐ | ☒ | \\(O(m \\times n)\\) | \\(O(m \\times n)\\)[@ft-a] |
| Damerau-Levenshtein[@ft-c] | ☒ | ☐ | ☐ | ☒ | \\(O(m \\times n)\\) | \\(O(m \\times n)\\)[@ft-a] |
| Optimal String Alignment[@ft-c] | ☒ | ☐ | ☐ | ☒ | \\(O(m \\times n)\\) | \\(O(m \\times n)\\)[@ft-a] |
| Longest Common Subsequence | ☒ | ☐ | ☐ | ☒ | \\(O(m \\times n)\\) | \\(O(m \\times n)\\)[@ft-a][@ft-b] |
| Normalized Levenshtein | ☒ | ☒ | ☒ | ☒ | \\(O(m \\times n)\\) | \\(O(m \\times n)\\)[@ft-a] |
| Normalized Damerau-Levenshtein[@ft-c] | ☒ | ☐ | ☒ | ☒ | \\(O(m \\times n)\\) | \\(O(m \\times n)\\)[@ft-a] |
| Normalized Optimal String Alignment[@ft-c] | ☒ | ☐ | ☒ | ☒ | \\(O(m \\times n)\\) | \\(O(m \\times n)\\)[@ft-a] |
| Normalized Longest Common Subsequence | ☒ | ☐ | ☒ | ☒ | \\(O(m \\times n)\\) | \\(O(m \\times n)\\)[@ft-a][@ft-b] |
| Cosine similarity | ☒ | ☒ | ☒ | ☐ | \\(O(m + n)\\) | \\(O(m + n)\\) |
| Jaccard index | ☒ | ☒ | ☒ | ☒ | \\(O(m + n)\\) | \\(O(m + n)\\) |
| Jaro-Winkler | ☒ | ☒ | ☒ | ☐ | \\(O(m + n)\\) | \\(O(m \\times n)\\) |
| N-Gram | ☒ | ☐ | ☒ | ☐ | | \\(O(m \\times n)\\) |
| Q-Gram | ☒ | ☐ | ☐ | ☐ | | \\(O(m + n)\\) |
| Ratcliff-Obershelp | ☒ | ☒ | ☒ | ☐ | \\(O(m + n)\\) | \\(O(n^3)\\) |
| Sorensen-Dice coefficient | ☒ | ☒ | ☒ | ☐ | | \\(O(m + n)\\) |
| Sift 4 | ☒ | ☐ | ☐ | ☐ | \\(O(m + n)\\) | \\(O(m + n)\\) |

<h2 class="footnotes-header">Notes</h2>
<div class="footnotes">
Expand Down

0 comments on commit 8615617

Please sign in to comment.