Skip to main content
Journal of Big Data

Table 1 Hyperparameter tuning in Covid-19 daily positive case study

From: Error and optimism bias regularization

Model

Mean squared error

Mean positive squared error

LSTM

557,289.587901

6.965658e + 05

LSTM—β = 0.01

537,408.970020

6.710319e + 05

LSTM—β = 0.1

527,946.192856

8.641470e + 05

LSTM—β = 0.8

677,850.136593

8.442096e + 05

LSTM—β = 1

530,538.572982

1.256760e + 06

Back to article page