PMLB: a large benchmark suite for machine learning evaluation and comparison

BACKGROUND: The selection, development, or comparison of machine learning methods in data mining can be a difficult task based on the target problem and goals of a particular study. Numerous publicly available real-world and simulated benchmark datasets have emerged from different sources, but their...

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Bibliografiske detaljer
Udgivet i:BioData Min
Main Authors: Olson, Randal S., La Cava, William, Orzechowski, Patryk, Urbanowicz, Ryan J., Moore, Jason H.
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2017
Fag:
Research
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5725843/
https://ncbi.nlm.nih.gov/pubmed/29238404
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13040-017-0154-4
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