Table 2 Disease-dependent model evaluation metrics.

From: MRI-based deep learning can discriminate between temporal lobe epilepsy, Alzheimer’s disease, and healthy controls

 

Accuracy (SDa)

Recall (SD)

Precision (SD)

F1-Score (SD)

Temporal lobe epilepsy

90.45% (1.59%)

0.86 (0.04)

0.86 (0.03)

0.85 (0.04)

Alzheimer’s disease

88.52% (1.27%)

0.53 (0.07)

0.64 (0.05)

0.58 (0.05)

Healthy

81.54% (1.77%)

0.85 (0.03)

0.81 (0.02)

0.83 (0.02)

  1. aStandard deviation.
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