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. Author manuscript; available in PMC: 2023 Feb 21.
Published in final edited form as: Phys Med Biol. 2022 Feb 21;67(5):10.1088/1361-6560/ac5297. doi: 10.1088/1361-6560/ac5297

Table 3:

Summary of classification performance indices including mean values and standard deviations of all 5 SVM models after 10-fold cross validation.

Learning Model AUC Accuracy Sensitivity Specificity
SVM1 0.596±0.032 0.566±0.033 0.385±0.055 0.735±0.044
SVM2-Stacked 0.717±0.022 0.659±0.030 0.565±0.052 0.747±0.037
SVM3-Stacked 0.734±0.017 0.676±0.041 0.585±0.058 0.761±0.032
SVM2-Pseudo 0.750±0.043 0.699±0.036 0.665±0.064 0.731±0.028
SVM3-Pseudo 0.756±0.042 0.704±0.035 0.676±0.061 0.731±0.028