Fig. 1
From: Improving protein domain classification for third-generation sequencing reads using deep learning
The overview of ProDOMA. The input sequence was translated and encoded to a 3-channel tensor. ci is defined in Equation (1). In the classification task, the model directly outputs the family with the largest score as the prediction. In the detection task, the maximum of softmax score needs to be compared with a specified threshold to determine whether the input contains a trained domain family or should be rejected