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. 2022 Nov 7;36(1):189–203. doi: 10.1007/s10278-022-00719-3

Table 1.

Mean ± St Dev classification metrics over 5 trials evaluated in the test set

Classification Task Accuracy Sensitivity Specifity AUC Precision F1 score MCC
CN vs. all 0.74 ± 0.05 0.69 ± 0.07 0.77 ± 0.09 0.81 ± 0.04 0.63 ± 0.08 0.66 ± 0.05 0.46 ± 0.09
MCI vs. all 0.59 ± 0.03 0.47 ± 0.12 0.70 ± 0.80 0.63 ± 0.04 0.56 ± 0.04 0.50 ± 0.08 0.17 ± 0.07
AD vs. all 0.78 ± 0.02 0.52 ± 0.12 0.84 ± 0.02 0.77 ± 0.04 0.43 ± 0.04 0.47 ± 0.07 0.33 ± 0.09