Twitter Sentiment Analysis using Distributed Word and Sentence Representation
Table 3: LSTM-1 vs LSTM-4 vs CNN-1 vs CNN-4, all with 100 Neurons on each Layer (%)
['[EMPTY]', 'LSTM-1', 'LSTM-4', 'CNN-1', 'CNN-4']
Since the results of 4 layered networks are higher than the single layered networks, the rest of the datasets were tested on the 4 layered networks. Also, as we can see that LSTM performed significantly better than the CNN. The rest of the datasets were only tested on LSTM with 4 hidden layers.