Table 11. Accuracy in experiment 1 and 2.
Dataset | LR | NB | DT | MLP | RF | SVM | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Exp1 | Exp2 | Exp1 | Exp2 | Exp1 | Exp2 | Exp1 | Exp2 | Exp1 | Exp2 | Exp1 | Exp2 | |
Apache Lucene 2.4 | 0.75 | 0.83 | 0.66 | 0.88 | 0.75 | 0.91 | 0.7 | 0.91 | 0.76 | 0.94 | 0.82 | 0.97 |
Eclipse equinox framework 3.4 | 0.71 | 0.83 | 0.72 | 0.82 | 0.69 | 0.79 | 0.65 | 0.91 | 0.76 | 0.83 | 0.79 | 0.89 |
Eclipse JDT Core 3.4 | 0.73 | 0.93 | 0.68 | 0.89 | 0.66 | 0.91 | 0.79 | 0.82 | 0.67 | 0.94 | 0.81 | 0.97 |
Eclipse PDE UI 3.4.1 | 0.72 | 0.88 | 0.79 | 0.98 | 0.65 | 0.86 | 0.69 | 0.92 | 0.65 | 0.9 | 0.76 | 0.87 |
Mylyn 3.1 | 0.66 | 0.83 | 0.8 | 0.95 | 0.72 | 0.8 | 0.66 | 0.82 | 0.73 | 0.84 | 0.76 | 0.87 |