Comparison of machine learning approaches for radioisotope identification using NaI(TI) gamma-ray spectrum
Sheng Qi, Wei Zhao, Ye Chen, Wenzhuo Chen, Jing-Lun Li, Hui Zhao, Wuyun Xiao, Xianyun Ai, Kun Zhang, Shanqiang Wang
Topics & Concepts
Support vector machineNaive Bayes classifierArtificial intelligenceDecision treeMultilayer perceptronLogistic regressionMachine learningComputer scienceClassifier (UML)Perceptronk-nearest neighbors algorithmPattern recognition (psychology)Artificial neural networkNuclear Physics and ApplicationsRadiation Detection and Scintillator TechnologiesRadioactivity and Radon Measurements