Research Article
Data-Driven Model for Rockburst Prediction
Table 3
Comparison with the empirical model.
| | Sample no. | Russenes criterion | Rock brittleness coefficient criterion | Elastic energy index | NN | CNN | Real |
| | 1 | 2 | 2 | 3 | 1 | 1 | 1 | | 2 | 3 | 4 | 3 | 4 | 4 | 4 | | 3 | 3 | 3 | 3 | 3 | 3 | 3 | | 4 | 3 | 3 | 3 | 3 | 3 | 3 | | 5 | 2 | 4 | 2 | 2 | 2 | 2 | | 6 | 4 | 4 | 3 | 4 | 4 | 4 | | 7 | 4 | 3 | 3 | 2 | 2 | 2 | | 8 | 4 | 3 | 2 | 2 | 3 | 3 | | 9 | 4 | 2 | 2 | 2 | 2 | 2 | | 10 | 4 | 2 | 2 | 1 | 1 | 1 | | 11 | 4 | 1 | 1 | 1 | 1 | 1 | | 12 | 4 | 4 | 3 | 4 | 4 | 4 | | 13 | 4 | 4 | 1 | 1 | 1 | 1 | | 14 | 1 | 3 | 2 | 1 | 1 | 1 | | 15 | 3 | 3 | 3 | 2 | 2 | 2 | | 16 | 2 | 3 | 3 | 4 | 4 | 4 | | 17 | 3 | 3 | 3 | 3 | 4 | 4 | | 18 | 1 | 3 | 2 | 1 | 1 | 1 | | 19 | 3 | 3 | 3 | 3 | 3 | 3 | | 20 | 3 | 2 | 3 | 2 | 2 | 2 | | 21 | 3 | 3 | 3 | 2 | 2 | 2 | | 22 | 3 | 3 | 3 | 4 | 3 | 3 | | 23 | 3 | 3 | 3 | 3 | 3 | 3 | | 24 | 2 | 3 | 3 | 3 | 3 | 3 | | 25 | 3 | 2 | 3 | 2 | 2 | 2 | | 26 | 3 | 2 | 3 | 3 | 3 | 3 | | 27 | 4 | 3 | 2 | 3 | 3 | 3 | | 28 | 4 | 3 | 3 | 4 | 4 | 4 | | Correct rate (%) | 42.86 | 53.57 | 39.29 | 89.29 | 100 | — |
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