Advances, Systems and Applications
Table 7 Results obtained for mcMMO 1.4.06 dataset
From: Cloud-based bug tracking software defects analysis using deep learning
MLP Model | Precision | Recall | F-Measure | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Â | True | False | Weighted Average | True | False | Weighted Average | True | False | Weighted Average |
H1=15 | 0.622 | 0.887 | 0.837 | 0.491 | 0.930 | 0.847 | 0.549 | 0.908 | 0.840 |
H2=5 | |||||||||
H1=25 | 0.542 | 0.877 | 0.814 | 0.476 | 0.910 | 0.824 | 0.495 | 0.893 | 0.818 |
H2=5 | |||||||||
H1=15 | 0.568 | 0.875 | 0.817 | 0.439 | 0.922 | 0.831 | 0.495 | 0.898 | 0.822 |
H2=10 | |||||||||
H3=5 | |||||||||
H1=30 | 0.500 | 0.867 | 0.797 | 0.404 | 0.906 | 0.811 | 0.447 | 0.886 | 0.803 |
H2=15 | |||||||||
H3=5 | |||||||||