Table 15.
Binary classification time performance for the first feature set.
| Model | Avg Flows/s | Stddev Flows/s |
|---|---|---|
| Decision Tree | 29,452 | 716.966 |
| MLP | 9411 | 38.543 |
| SVM | 4956 | 25.011 |
| RNN | 4375 | 77.826 |
| GRU | 2661 | 8.712 |
| LSTM | 2610 | 5.094 |
| Random Forest | 1350 | 81.339 |
Binary classification time performance for the first feature set.
| Model | Avg Flows/s | Stddev Flows/s |
|---|---|---|
| Decision Tree | 29,452 | 716.966 |
| MLP | 9411 | 38.543 |
| SVM | 4956 | 25.011 |
| RNN | 4375 | 77.826 |
| GRU | 2661 | 8.712 |
| LSTM | 2610 | 5.094 |
| Random Forest | 1350 | 81.339 |