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