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. 2022 Jun 2;14:876202. doi: 10.3389/fnagi.2022.876202

TABLE 4.

Testing accuracy, precision, recall, and F1-score for all class label.

Model Class label Accuracy Precision Recall F1-score
CNN from scratch AD 0.7244 0.7775 0.7244 0.7500
CN 0.7132 0.7150 0.7132 0.7141
MCI 0.7433 0.6941 0.7433 0.7178
VGG-16 AD 0.8390 0.8249 0.8390 0.8319
CN 0.8137 0.7394 0.8137 0.7748
MCI 0.7042 0.7978 0.7042 0.7481
ResNet-50 AD 0.8317 0.7715 0.8317 0.8005
CN 0.7500 0.7286 0.7500 0.7391
MCI 0.6895 0.7726 0.6895 0.7287

Bold values are highest value.