DeepStack-DTIs: Predicting Drug–Target Interactions Using LightGBM Feature Selection and Deep-Stacked Ensemble Classifier
Yan Zhang, Zhiwen Jiang, Cheng Chen, Qinqin Wei, Haiming Gu, Bin Yu
Topics & Concepts
Feature selectionSupport vector machineArtificial intelligenceComputer scienceBoosting (machine learning)Gradient boostingClassifier (UML)OversamplingPattern recognition (psychology)Data miningMachine learningCross-validationArtificial neural networkRandom forestBandwidth (computing)Computer networkComputational Drug Discovery MethodsMachine Learning in BioinformaticsProtein Structure and Dynamics