Classifying and fact-checking health-related information about COVID-19 on Twitter/X using machine learning and deep learning models

Table 3 TextConvoNet model hyperparameters values

Hyperparameters
Main pathway	Subdivided pathway		size kernel
Inter-sentence	1		2*1
Inter-sentence	2		2*2
Intra-sentence	1		1*2
Intra-sentence	2		1*3
Setting
Input arrays’ size		100*100
Number of fully connected network layer neurons		128
Loss function		Binary cross entropy
Learning rate		0.0001
Optimizer		Adam
Batch size		128

ISSN: 1472-6947