Breast cancer prediction from microRNA profiling using random subspace ensemble of LDA classifiers via Bayesian optimization
Sudhir Kumar Sharma, K. Vijayakumar, Vinod J. Kadam, Sheldon S. Williamson
Topics & Concepts
Computer scienceHyperparameterLinear discriminant analysisArtificial intelligenceMachine learningSubspace topologyBreast cancerClassifier (UML)Random forestEnsemble learningBayesian probabilityPattern recognition (psychology)Computational biologyCancerBiologyGeneticsMicroRNA in disease regulationCancer-related molecular mechanisms researchCircular RNAs in diseases