Effective data-balancing methods for class-imbalanced genotoxicity datasets using machine learning algorithms and molecular fingerprints
Su-Yong Bae, Jonga Lee, Jaeseong Jeong, Changwon Lim, Jinhee Choi
Topics & Concepts
Machine learningRandom forestOversamplingArtificial intelligenceComputer scienceSupport vector machineUndersamplingEnsemble learningBoosting (machine learning)Multilayer perceptronData miningAlgorithmArtificial neural networkComputer networkBandwidth (computing)Molecular Biology Techniques and ApplicationsComputational Drug Discovery Methods