The naive Bayes classifier for functional data

Publication date: Available online 14 May 2019Source: Statistics & Probability LettersAuthor(s): Yi-Chen Zhang, Lyudmila SakhanenkoAbstractIn this article, we extended the approach of Dai et al. (2017) to several populations case and compared various other approaches on simulated and real data. The results show that the naive Bayes classifier for functional data is applicable to multi-category classification problems and have preferable finite-sample performance over competitors.

Source: Statistics and Probability Letters - May 15, 2019 Category: Statistics Source Type: research