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. 2020 Aug 31;8(8):e19962. doi: 10.2196/19962

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.