Recognition of gasoline in fire debris using machine learning: Part I, application of random forest, gradient boosting, support vector machine, and naïve bayes - Bogdal, C.; Schellenberg, R.; Höpli, O.; Bovens, M.; Lory, M. (Forensic science international, 2022)
Keywords: Algorithms; Allocations; Arson; Artificial intelligence; Bayesian analysis; Chemical analysis; Chemical compounds; Chemometrics; Classification; Classifications; Cluster analysis; Debris; Detritus; Fire debris; Forensic chemistry; Forensic science; Forensic sciences; Gasoline; Laboratories; Learning algorithms; liquids; Machine learning; Neural networks; Recognition; regression analysis; Residues; Support vector machines; Switzerland; Arson; Classifications; Fire debris; Gasoline; Chemometrics; Machine learning