Research Article

[Retracted] Novel Prediction Model for COVID-19 in Saudi Arabia Based on an LSTM Algorithm

Table 3

Forecasting accuracy using fully connected deep neural network (DNN), long short-term memory (LSTM), and transformer model (TM) methods for each predicted day.

ā€‰MAERMSER2
Day 1Day 2Day 3Day 4Day 5Day 1Day 2Day 3Day 4Day 5Day 1Day 2Day 3Day 4Day 5

DNN81.071163.776251.776338.988430.588101.339199.718296.404394.119493.2471.0001.0001.0001.0000.999
LSTM66.153117.188162.753212.506273.05986.619158.978222.056286.454358.4901.0001.0001.0001.0001.000
Transformer131.129262.282377.753474.188568.506154.398324.864484.940636.876784.2241.0001.0001.0001.0000.999