From: A deep neural network approach for sentiment analysis of medically related texts: an analysis of tweets related to concussions in sports
Model
Layer/Filter Sizes
F1 (%) Non-Pre-trained
F1 (%) Pre-trained SemEval-2016
Single layer CNN
[1, 2]
[1, 2, 3]
62.01
61.35
60.76
61.39
Multi-layer CNN
61.21
60.93
LSTM
[255]
61.38
61.17
Bi-Dir LSTM
60.78
60.66