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Abstraction Augmented Markov Models
High accuracy sequence classification often requires the use of higher order Markov models (MMs). However, the number of MM parameters increases exponentially with the range of direct dependencies between sequence elements, thereby increasing the risk of overfitting when the data set is limited in s...
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| Main Authors: | , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado: |
2010
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| Assuntos: | |
| Acceso en liña: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3400679/ https://ncbi.nlm.nih.gov/pubmed/22820557 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/ICDM.2010.158 |
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