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. Author manuscript; available in PMC: 2024 Jun 12.
Published in final edited form as: J Neurosci Methods. 2020 Jul 11;344:108856. doi: 10.1016/j.jneumeth.2020.108856

Table 3.

Benchmark CN vs. EMCI and EMCI vs. LMCI classification results based on the GDCA

Classification CN vs. EMCI EMCI vs. LMCI
Performance F1 Score Accuracy Precision Recall F1 Score Accuracy Precision Recall
Cross validation 86.15% 83.64% 80.00% 93.33% 92.31% 94.00% 94.74% 90.00%
Hold-out test 80.70% 79.25% 82.14% 79.31% 77.78% 83.33% 82.35% 73.68%