Exploring the predictive capability of advanced machine learning in identifying severe disease phenotype in Salmonella enterica
Shraddha Karanth, Collins Kipngetich Tanui, Jianghong Meng, Abani K. Pradhan
Topics & Concepts
Elastic net regularizationRandom forestPredictive modellingSalmonella entericaVirulenceLogistic regressionMachine learningArtificial intelligenceReceiver operating characteristicMatthews correlation coefficientDiseaseBiologySupport vector machineSalmonellaComputational biologyFeature selectionGeneComputer scienceMedicineGeneticsInternal medicineBacteriaSalmonella and Campylobacter epidemiologyBacteriophages and microbial interactionsGenomics and Phylogenetic Studies