Table 14.
Multiclass classification time performance for the first feature set.
| Model | Avg Flows/s | Stddev Flows/s |
|---|---|---|
| Decision Tree | 29,453 | 790.687 |
| MLP | 8306 | 537.827 |
| SVM | 4283 | 139.935 |
| RNN | 4158 | 59.906 |
| GRU | 2497 | 51.75 |
| LSTM | 2388 | 20.823 |
| Random Forest | 1813 | 65.692 |
Multiclass classification time performance for the first feature set.
| Model | Avg Flows/s | Stddev Flows/s |
|---|---|---|
| Decision Tree | 29,453 | 790.687 |
| MLP | 8306 | 537.827 |
| SVM | 4283 | 139.935 |
| RNN | 4158 | 59.906 |
| GRU | 2497 | 51.75 |
| LSTM | 2388 | 20.823 |
| Random Forest | 1813 | 65.692 |