Fig. 1

Performance visualizations for the LOSO and LOEO cross-validations of the I3D and ResNet-18 models. I3D model LOSO—a Confusion matrix, e misclassification rates plot, and i F1-scores pertaining to each subject. ResNet-18 model LOSO—b Confusion matrix, f misclassification rates plot, and j F1-scores pertaining to each subject. I3D model LOEO—(c) Confusion matrix, g misclassification rates plot, and k F1-scores pertaining to each subject. ResNet-18 model LOEO—d Confusion matrix, h misclassification rates plot, and l F1-scores pertaining to each subject