Permutation Tests for Classification
We introduce and explore an approach to estimating statisticalsignificance of classification accuracy, which is particularly usefulin scientific applications of machine learning where highdimensionality of the data and the small number of training examplesrender most standard convergence bounds too...
| Glavni autori: | , , |
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| Jezik: | en_US |
| Izdano: |
2005
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| Teme: | |
| Online pristup: | http://hdl.handle.net/1721.1/30408 |