Research Article
Statistical and Machine Learning Methods for Software Fault Prediction Using CK Metric Suite: A Comparative Analysis
Table 6
Descriptive statistics of classes.
| | | WMC | DIT | NOC | CBO | RFC | LCOM |
| | Basili et al. [1] | | | | | | | | Max. | 99.00 | 9.00 | 105.00 | 13.00 | 30.00 | 426.00 | | Min. | 1.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | | Median | 9.50 | 0.00 | 19.50 | 0.00 | 5.00 | 0.00 | | Mean | 13.40 | 1.32 | 33.91 | 0.23 | 6.80 | 9.70 | | Std Dev. | 14.90 | 1.99 | 33.37 | 1.54 | 7.56 | 63.77 |
| | AIF version 1.6 | | | | | | | | Max. | 166.00 | 6.00 | 39.00 | 448.00 | 322.00 | 13617 | | Min. | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | | Median | 5.00 | 1.00 | 0.00 | 7.00 | 14.00 | 4.00 | | Mean | 8.57 | 1.95 | 0.052 | 11.10 | 21.42 | 79.33 | | Std Dev. | 11.20 | 1.27 | 2.63 | 22.52 | 25.00 | 523.75 |
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