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. 2023 Nov 27;9:e1647. doi: 10.7717/peerj-cs.1647

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