Package: comparator 0.1.2
comparator: Comparison Functions for Clustering and Record Linkage
Implements functions for comparing strings, sequences and numeric vectors for clustering and record linkage applications. Supported comparison functions include: generalized edit distances for comparing sequences/strings, Monge-Elkan similarity for fuzzy comparison of token sets, and L-p distances for comparing numeric vectors. Where possible, comparison functions are implemented in C/C++ to ensure good performance.
Authors:
comparator_0.1.2.tar.gz
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comparator.pdf |comparator.html✨
comparator/json (API)
NEWS
| # Install 'comparator' in R: |
| install.packages('comparator', repos = c('https://ngmarchant.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/ngmarchant/comparator/issues
clusteringdistance-measuresdistance-metricsentity-resolutionrecord-linkagesimilarity-measuresstring-similarity
Last updated 3 years agofrom:d41ddaa16a. Checks:OK: 1 NOTE: 8. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 03 2024 |
| R-4.5-win-x86_64 | NOTE | Sep 03 2024 |
| R-4.5-linux-x86_64 | NOTE | Sep 03 2024 |
| R-4.4-win-x86_64 | NOTE | Sep 03 2024 |
| R-4.4-mac-x86_64 | NOTE | Sep 03 2024 |
| R-4.4-mac-aarch64 | NOTE | Sep 03 2024 |
| R-4.3-win-x86_64 | NOTE | Sep 03 2024 |
| R-4.3-mac-x86_64 | NOTE | Sep 03 2024 |
| R-4.3-mac-aarch64 | NOTE | Sep 03 2024 |
Exports:as.matrixas.PairwiseMatrixBinaryCompChebyshevConstantDamerauLevenshteinelementwiseEuclideanFuzzyTokenSetgmeanHamminghmeanInVocabularyJaroJaroWinklerLCSLevenshteinLookupManhattanMinkowskiMongeElkanOSApairwisePairwiseMatrix
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Binary String/Sequence Comparator | BinaryComp |
| Chebyshev Numeric Comparator | Chebyshev |
| Virtual Comparator Class | Comparator-class |
| Constant String/Sequence Comparator | Constant |
| Virtual Class for a Sequence Comparator with a C++ Implementation | CppSeqComparator-class |
| Damerau-Levenshtein String/Sequence Comparator | DamerauLevenshtein |
| Elementwise Similarity/Distance Vector | elementwise elementwise,Chebyshev,matrix,matrix-method elementwise,CppSeqComparator,list,list-method elementwise,FuzzyTokenSet,list,list-method elementwise,InVocabulary,vector,vector-method elementwise,Lookup,vector,vector-method elementwise,MongeElkan,list,list-method elementwise,NumericComparator,matrix,vector-method elementwise,NumericComparator,vector,matrix-method elementwise,NumericComparator,vector,vector-method elementwise,StringComparator,vector,vector-method |
| Euclidean Numeric Comparator | Euclidean |
| Fuzzy Token Set Comparator | FuzzyTokenSet |
| Geometric Mean | gmean gmean.default |
| Hamming String/Sequence Comparator | Hamming |
| Harmonic Mean | hmean hmean.default |
| In-Vocabulary Comparator | InVocabulary |
| Jaro String/Sequence Comparator | Jaro |
| Jaro-Winkler String/Sequence Comparator | JaroWinkler |
| Longest Common Subsequence (LCS) Comparator | LCS |
| Levenshtein String/Sequence Comparator | Levenshtein |
| Lookup String Comparator | Lookup |
| Manhattan Numeric Comparator | Manhattan |
| Minkowski Numeric Comparator | Minkowski |
| Monge-Elkan Token Comparator | MongeElkan |
| Virtual Numeric Comparator Class | NumericComparator-class |
| Optimal String Alignment (OSA) String/Sequence Comparator | OSA |
| Pairwise Similarity/Distance Matrix | elementwise,Minkowski,matrix,matrix-method pairwise pairwise,Chebyshev,matrix,matrix-method pairwise,Chebyshev,matrix,NULL-method pairwise,Comparator,ANY,missing-method pairwise,CppSeqComparator,list,list-method pairwise,CppSeqComparator,list,NULL-method pairwise,FuzzyTokenSet,list,list-method pairwise,FuzzyTokenSet,vector,NULL-method pairwise,InVocabulary,vector,NULL-method pairwise,InVocabulary,vector,vector-method pairwise,Lookup,vector,NULL-method pairwise,Lookup,vector,vector-method pairwise,Minkowski,matrix,matrix-method pairwise,Minkowski,matrix,NULL-method pairwise,MongeElkan,list,list-method pairwise,MongeElkan,list,NULL-method pairwise,NumericComparator,matrix,vector-method pairwise,NumericComparator,vector,matrix-method pairwise,StringComparator,vector,NULL-method pairwise,StringComparator,vector,vector-method |
| Pairwise Similarity/Distance Matrix | as.matrix,PairwiseMatrix-method as.PairwiseMatrix as.PairwiseMatrix,matrix-method PairwiseMatrix PairwiseMatrix-class |
| Virtual Sequence Comparator Class | SequenceComparator-class |
| Virtual String Comparator Class | StringComparator-class |
| Virtual Token Comparator Class | TokenComparator-class |
