Table 18.
Multiclass classification time performance for the third feature set.
| Model | Avg Flows/s | Stddev Flows/s |
|---|---|---|
| Decision Tree | 33,094 | 378.595 |
| MLP | 9934 | 257.982 |
| RNN | 4823 | 99.721 |
| GRU | 2918 | 51.754 |
| LSTM | 2877 | 65.451 |
| SVM | 1171 | 17.393 |
| Random Forest | 994 | 22.931 |
Multiclass classification time performance for the third feature set.
| Model | Avg Flows/s | Stddev Flows/s |
|---|---|---|
| Decision Tree | 33,094 | 378.595 |
| MLP | 9934 | 257.982 |
| RNN | 4823 | 99.721 |
| GRU | 2918 | 51.754 |
| LSTM | 2877 | 65.451 |
| SVM | 1171 | 17.393 |
| Random Forest | 994 | 22.931 |