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Can Machine Learning Replace a Reviewer in the Selection of Studies for Systematic Literature Review Updates?

<p>Appendix of the M.Sc. dissertation "Can Machine Learning Replace a Reviewer in the Selection of Studies for Systematic Literature Review Updates".</p> <p>This appendix contains the files with the results obtained by the evaluation performed in our study.&nbsp;</p> <p>File used to answer RQ1:</p> <ul> <li><a href="../api/records/11019279/draft/files/RQ1-RF-predictions.csv/content" target="_blank" rel="noopener noreferrer">RQ1-RF-predictions.csv</a></li> <li><a href="../api/records/11021614/draft/files/RQ1-RQ3-best-configuration-RF.csv/content" target="_blank" rel="noopener noreferrer">RQ1-RQ3-best-configuration-RF.csv</a></li> </ul> <p>File used to answer RQ2:</p> <ul> <li><a href="../api/records/11019279/draft/files/RQ2-SVM-predictions.csv/content" target="_blank" rel="noopener noreferrer">RQ2-SVM-predictions.csv</a></li> <li><a href="../api/records/11021614/draft/files/RQ2-best-configuration-SVM.csv/content">RQ2-best-configuration-SVM.csv</a></li> </ul> <p>File used to answer RQ3:</p> <ul> <li><a href="../api/records/11019279/draft/files/RQ3-RF-normalized-predictions.csv/content" target="_blank" rel="noopener noreferrer">RQ3-RF-normalized-predictions.csv</a></li> <li><a href="../api/records/11021614/draft/files/RQ1-RQ3-best-configuration-RF.csv/content" target="_blank" rel="noopener noreferrer">RQ1-RQ3-best-configuration-RF.csv</a></li> </ul>

ShareScore

36/100

Overall dataset sharing score

Score breakdown

These five areas show where the dataset supports — or may limit — practical reuse.

Stewardship
4
Harmonization
4
Access
20
Reuse readiness
8
Engagement
0