Advances, Systems and Applications
Table 4 Results obtained for Velocity 1.5 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 | 0.879 | 0.598 | 0.784 | 0.723 | 0.806 | 0.751 | 0.794 | 0.686 | 0.757 |
H2=5 | |||||||||
H1=25 | 0.855 | 0.646 | 0.784 | 0.794 | 0.736 | 0.755 | 0.824 | 0.688 | 0.778 |
H2=5 | |||||||||
H1=15 | 0.838 | 0.614 | 0.763 | 0.773 | 0.708 | 0.751 | 0.804 | 0.658 | 0.755 |
H2=10 | |||||||||
H3=5 | |||||||||
H1=30 | 0.852 | 0.624 | 0.774 | 0.773 | 0.736 | 0.761 | 0.810 | 0.675 | 0.765 |
H2=15 | |||||||||
H3=5 | |||||||||