TY  - GEN 
AU  - Blanquero, Rafael
AU  - Carrizosa, Emilio
AU  - Ramírez Cobo, Josefa
AU  - Sillero-Denamiel, M. Remedios
A4  - Estadística e Investigación Operativa
PY  - 2021
SN  - 0305-0548
SN  - 1873-765X (internet)
UR  - http://hdl.handle.net/10498/25654
AB  - The Naive Bayes has proven to be a tractable and efficient method for classification in multivariate analysis. However, features are usually correlated, a fact that violates the Naive Bayes' assumption of conditional independence, and may deteriorate...
LA  - eng
PB  - ELSEVIER
KW  - Conditional independence
KW  - Clustering
KW  - Dependence measures
KW  - Heuristics
KW  - Probabilistic classification
KW  - Cost-sensitive classification
TI  - Variable selection for Naive Bayes classification
DO  - 10.1016/j.cor.2021.105456
ER  -