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. 2021 May 7;16(5):e0251248. doi: 10.1371/journal.pone.0251248

Table 4. Hyperparameter search.

Hyperparameter Random Search
min max
MGP Monte Carlo samples 4 20
TCN kernel size 2 6
TCN number of Residual Blocks 2 12
TCN number of hidden layers 10 55
TCN dropout rate 0 0.99
TCN L2 regularisation 0 250