Predictive Modeling For Improving The Quality Of Educational And Methodological Documentation
Table 2: Compression of natural language processing algorithms
| Algorithm | Model trainingtime | Cross validationscore (n = 5) |
| BERT Base | 4 min 46 sec | array([0.822, 0.733, 0.711, 0.711, 0.8]) |
| DistilBERT | 2 min 6 sec | array([0.689, 0.733, 0.844, 0.733, 0.8]) |
| RoBERTa | 6 min 36 sec | array([0.844, 0.822, 0.778, 0.822, 0.8]) |