Research Article
Investigating Tree Family Machine Learning Techniques for a Predictive System to Unveil Software Defects
Table 20
Decision table for experimental scenario 2.
| | Datasets | Evaluation measurements | | MAE | RAE | RMSE | RRSE |
| | AR1 | RT | RT | CDT | CDT | | AR3 | RT | RT | RF | RF | | CM1 | RF | RF | Forest-PA | Forest-PA | | KC2 | HT | HT | LMT | LMT | | KC3 | J48 | J48 | RF | RF | | MW1 | J48 | J48 | LMT | LMT | | PC1 | RT | RT | RF | RF | | PC2 | Seven techniques | RF | DS | DS | | PC3 | J48 | J48 | RF | RF | | PC4 | J48 | J48 | RF | RF |
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