Research Article
Failure Analysis of Static Analysis Software Module Based on Big Data Tendency Prediction
Table 4
Experimental data results.
| Index | The prediction model of the squared difference cost function | The prediction model of cross-entropy cost function | Prediction interval | Average | Prediction interval | Average |
| Correct rate | 0.83–0.88 | 0.85 | 0.83–0.88 | 0.85 | Accuracy | 0.28–0.59 | 0.40 | 0.29–0.60 | 0.41 | Recall rate | 0.19–0.43 | 0.28 | 0.20–0.45 | 0.30 | F1-measure | 0.25–0.49 | 0.33 | 0.26–0.52 | 0.34 | AUC value | 0.66–0.83 | 0.72 | 0.68–0.84 | 0.73 | Operation hours | 41 s–103 s | 64 s | 11 s–31 s | 19 s |
|
|