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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...

詳細記述

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書誌詳細
出版年:Molecules
主要な著者: Rácz, Anita, Bajusz, Dávid, Héberger, Károly
フォーマット: Artigo
言語:Inglês
出版事項: MDPI 2019
主題:
オンライン・アクセス: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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