Cargando…

Weighting Methods for Rare Event Identification From Imbalanced Datasets

In machine learning, we often face the situation where the event we are interested in has very few data points buried in a massive amount of data. This is typical in network monitoring, where data are streamed from sensing or measuring units continuously but most data are not for events. With imbala...

Descripción completa

Detalles Bibliográficos
Autores principales: He, Jia, Cheng, Maggie X.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8734962/
https://www.ncbi.nlm.nih.gov/pubmed/35005617
http://dx.doi.org/10.3389/fdata.2021.715320