Table 2 False positive rate of different models at 12, 24, 36 and 48 months
From: Prediction of cognitive conversion within the Alzheimer’s disease continuum using deep learning
False positive rate | |||||
|---|---|---|---|---|---|
12-month | dgcbi | gcbi | cbi | cb | c |
Fold0 | 2.17% | 3.26% | 2.17% | 4.35% | 1.09% |
Fold1 | 9.78% | 0.00% | 10.87% | 0.00% | 6.52% |
Fold2 | 0.00% | 3.26% | 9.78% | 8.70% | 13.04% |
Fold3 | 3.26% | 4.35% | 0.00% | 2.17% | 5.43% |
Fold4 | 1.10% | 1.10% | 4.40% | 5.49% | 1.10% |
Average across folds | 3.26% | 2.39% | 5.44% | 4.14% | 5.44% |
24-month | dgcbi | dgci | gci | cb | c |
Fold0 | 2.60% | 3.90% | 11.69% | 2.60% | 10.39% |
Fold1 | 2.60% | 7.79% | 5.19% | 6.49% | 5.19% |
Fold2 | 0.00% | 1.30% | 2.60% | 1.30% | 0.00% |
Fold3 | 1.30% | 0.00% | 1.30% | 2.60% | 0.00% |
Fold4 | 0.00% | 1.32% | 10.53% | 5.26% | 6.58% |
Average across folds | 1.30% | 2.86% | 6.26% | 3.65% | 4.43% |
36-month | dgcbi | dgci | gcb | ci | c |
Fold0 | 0.00% | 4.88% | 0.00% | 7.32% | 4.88% |
Fold1 | 4.88% | 0.00% | 2.44% | 2.44% | 2.44% |
Fold2 | 5.oo% | 2.50% | 2.50% | 2.50% | 7.50% |
Fold3 | 0.00% | 0.00% | 0.00% | 10.00% | 0.00% |
Fold4 | 0.00% | 2.50% | 5.00% | 0.00% | 17.50% |
Average across folds | 1.98% | 1.98% | 1.99% | 4.45% | 6.46% |
48-month | dgcbi | dgci | dgc | dc | c |
Fold0 | 0.00% | 0.00% | 0.00% | 18.60% | 4.65% |
Fold1 | 2.33% | 2.33% | 2.33% | 6.98% | 6.98% |
Fold2 | 2.33% | 0.00% | 0.00% | 0.00% | 4.65% |
Fold3 | 0.00% | 0.00% | 0.00% | 11.63% | 0.00% |
Fold4 | 2.38% | 2.50% | 2.38% | 9.52% | 2.38% |
Average across folds | 1.41% | 0.97% | 0.94% | 9.35% | 3.73% |