Automatic Prediction of Recurrence of Major Cardiovascular Events: A Text Mining Study Using Chest X-Ray Reports

Table 3

Hyperparameter setting.

Hyperparameter	Value
Embedding size	500
Window size	5
#filters	128
Filter size	5
#hidden units	64
Hidden activation function	ReLU
Output activation function	Sigmoid
#LSTM units	100
Dropout	0.2
Recurrent dropout	0.2
Batch size	64
#epochs	20