Analysis of the weighted kappa and its maximum with Markov moves
Fuente:
arXiv
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| Autore principale: | |
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| Natura: | Preprint |
| Pubblicazione: |
2020
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| _version_ | 1866909449883484160 |
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| author | Rapallo, Fabio |
| author_facet | Rapallo, Fabio |
| contents | In this paper the notion of Markov move from Algebraic Statistics is used to analyze the weighted kappa indices in rater agreement problems. In particular, the problem of the maximum kappa and its dependence on the choice of the weighting schemes are discussed. The Markov moves are also used in a simulated annealing algorithm to actually find the configuration of maximum agreement. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2010_00232 |
| institution | arXiv |
| publishDate | 2020 |
| record_format | arxiv |
| spellingShingle | Analysis of the weighted kappa and its maximum with Markov moves Rapallo, Fabio Methodology 62H17, 62H20, 62P10, 62P15 In this paper the notion of Markov move from Algebraic Statistics is used to analyze the weighted kappa indices in rater agreement problems. In particular, the problem of the maximum kappa and its dependence on the choice of the weighting schemes are discussed. The Markov moves are also used in a simulated annealing algorithm to actually find the configuration of maximum agreement. |
| title | Analysis of the weighted kappa and its maximum with Markov moves |
| topic | Methodology 62H17, 62H20, 62P10, 62P15 |
| url | https://arxiv.org/abs/2010.00232 |