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Multi-Level Comparison of Machine Learning Classifiers and Their Performance Metrics

Machine learning classification algorithms are widely used for the prediction and classification of the different properties of molecules such as toxicity or biological activity. The prediction of toxic vs. non-toxic molecules is important due to testing on living animals, which has ethical and cost...

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Dettagli Bibliografici
Pubblicato in:Molecules
Autori principali: Rácz, Anita, Bajusz, Dávid, Héberger, Károly
Natura: Artigo
Lingua:Inglês
Pubblicazione: MDPI 2019
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6695655/
https://ncbi.nlm.nih.gov/pubmed/31374986
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/molecules24152811
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