A comparative evaluation of machine learning algorithms for predicting syngas fermentation outcomes
Garrett W. Roell, Ashik Sathish, Ni Wan, Qianshun Cheng, Zhiyou Wen, Yinjie Tang, Forrest Sheng Bao
Topics & Concepts
SyngasOverfittingMachine learningAlgorithmArtificial intelligenceArtificial neural networkLasso (programming language)Computer scienceRandom forestSmoothingSupport vector machineChemistryComputer visionOrganic chemistryWorld Wide WebHydrogenMicrobial Metabolic Engineering and BioproductionBiofuel production and bioconversionAdvanced Control Systems Optimization