Table 3.
Cross-validation results per model type within relapse participants listed by median (IQR).
Model | Rank | Days of relative health in train, % | Hidden units | Sensitivity, median (IQR) | Specificity, median (IQR) |
FNN ADa | 9.28 | 80 | 40 | 0.25 (0.15-1.00) | 0.88 (0.14-0.96) |
GRU Seq2Seqb | 12.72 | 80 | 50 | 0.29 (0.08-0.83) | 0.86 (0.24-0.90) |
aFNN AD: fully connected neural network autoencoder.
bGRU Seq2Seq: gated recurrent unit sequence-to-sequence.