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The Generalization Complexity Measure for Continuous Input Data
We introduce in this work an extension for the generalization complexity measure to continuous input data. The measure, originally defined in Boolean space, quantifies the complexity of data in relationship to the prediction accuracy that can be expected when using a supervised classifier like a neu...
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| Main Authors: | , , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Hindawi Publishing Corporation
2014
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4005069/ https://ncbi.nlm.nih.gov/pubmed/24983000 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2014/815156 |
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