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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Bibliographic Details
Main Authors: Anita Rácz, Dávid Bajusz, Károly Héberger
Format: Article
Language:English
Published: MDPI AG 2019-08-01
Series:Molecules
Subjects:
ROC
Online Access:https://www.mdpi.com/1420-3049/24/15/2811