Caricamento...

The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation

BACKGROUND: To evaluate binary classifications and their confusion matrices, scientific researchers can employ several statistical rates, accordingly to the goal of the experiment they are investigating. Despite being a crucial issue in machine learning, no widespread consensus has been reached on a...

Descrizione completa

Salvato in:
Dettagli Bibliografici
Pubblicato in:BMC Genomics
Autori principali: Chicco, Davide, Jurman, Giuseppe
Natura: Artigo
Lingua:Inglês
Pubblicazione: BioMed Central 2020
Soggetti:
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6941312/
https://ncbi.nlm.nih.gov/pubmed/31898477
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12864-019-6413-7
Tags: Aggiungi Tag
Nessun Tag, puoi essere il primo ad aggiungerne! !