Table 7.
The Accuracy of the RNN model with auxiliary memory components against divergent K- Values.
Value of K | RNN Model | RNN + GRU | RNN + LSTM | RNN Model (WO) | RNN + GRU (WO) | RNN + LSTM (WO) |
---|---|---|---|---|---|---|
2 | 0.716 | 0.704 | 0.723 | 0.752 | 0.771 | 0.789 |
5 | 0.745 | 0.739 | 0.770 | 0.791 | 0.799 | 0.812 |
10 | 0.774 | 0.762 | 0.798 | 0.810 | 0.821 | 0.824 |