Table 3 Model hyperparameter values.

From: Novel architecture for gated recurrent unit autoencoder trained on time series from electronic health records enables detection of ICU patient subgroups

Hyperparameter name

Value

GRU size

158

Bottleneck size

46

Non-recurrent dropout

26.7%

Non-recurrent activation

ELU

Gaussian noise sigma

0.0573

  1. The values are the result of an iterative search process, where ranges of well-performing values are successively made smaller.
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