Visualization of Similarity Measures for Binary Data and 2 x 2 Tables
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| Formato: | Artículo científico |
| Lenguaje: | en |
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Instituto Politécnico Nacional
2016
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| _version_ | 1876430665647390720 |
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| author | Ildar Z. Batyrshin |
| author_facet | Ildar Z. Batyrshin |
| contents | Visualization of Similarity Measures for Binary Data and 2 x 2 Tables Ildar Z. Batyrshin Nailya Kubysheva Valery Solovyev Luis A. Villa-Vargas Computación visualization binary variable contingency table Similarity measure We propose methods of 3D visualization of the main similarity measures for binary data and 2 x 2 tables. We present the shapes of Jaccard, Dice, Sokal & Sneath, Roger & Tanimoto and other similarity measures. Such visualization of the similarity measures gives the direct, visual, method of comparison of these measures and helps to understand the similarity and the difference between them. Based on the visualization of the two known parametric families of similarity measures the paper proposes the new parametric family of measures generalizing these two families and giving the possibility to construct similarity measures occupying the intermediate position between them. 2016 artículo científico 1405-5546 https://www.redalyc.org/articulo.oa?id=61547469004 en http://www.redalyc.org/revista.oa?id=615 Computación y Sistemas application/pdf Instituto Politécnico Nacional Computación y Sistemas (México) Num.3 Vol.20 |
| format | Artículo científico |
| id | redalyc_61547469004 |
| institution | Redalyc |
| language | en |
| publishDate | 2016 |
| publisher | Instituto Politécnico Nacional |
| spellingShingle | Visualization of Similarity Measures for Binary Data and 2 x 2 Tables Ildar Z. Batyrshin Computación visualization binary variable contingency table Similarity measure Visualization of Similarity Measures for Binary Data and 2 x 2 Tables Ildar Z. Batyrshin Nailya Kubysheva Valery Solovyev Luis A. Villa-Vargas Computación visualization binary variable contingency table Similarity measure We propose methods of 3D visualization of the main similarity measures for binary data and 2 x 2 tables. We present the shapes of Jaccard, Dice, Sokal & Sneath, Roger & Tanimoto and other similarity measures. Such visualization of the similarity measures gives the direct, visual, method of comparison of these measures and helps to understand the similarity and the difference between them. Based on the visualization of the two known parametric families of similarity measures the paper proposes the new parametric family of measures generalizing these two families and giving the possibility to construct similarity measures occupying the intermediate position between them. 2016 artículo científico 1405-5546 https://www.redalyc.org/articulo.oa?id=61547469004 en http://www.redalyc.org/revista.oa?id=615 Computación y Sistemas application/pdf Instituto Politécnico Nacional Computación y Sistemas (México) Num.3 Vol.20 |
| title | Visualization of Similarity Measures for Binary Data and 2 x 2 Tables |
| topic | Computación visualization binary variable contingency table Similarity measure |
| url | https://www.redalyc.org/articulo.oa?id=61547469004 |