An improved algorithm for the maximal information coefficient and its application

The maximal information coefficient (MIC) captures both linear and nonlinear correlations between variable pairs. In this paper, we proposed the BackMIC algorithm for MIC estimation. The BackMIC algorithm adds a searching back process on the equipartitioned axis to obtain a better grid partition tha...

Descripción completa

Detalles Bibliográficos
Autores principales: Cao, Dan, Chen, Yuan, Chen, Jin, Zhang, Hongyan, Yuan, Zheming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2021
Materias:
Mathematics
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8074658/
https://www.ncbi.nlm.nih.gov/pubmed/33972855
http://dx.doi.org/10.1098/rsos.201424

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8074658/
https://www.ncbi.nlm.nih.gov/pubmed/33972855
http://dx.doi.org/10.1098/rsos.201424

Ejemplares similares