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Table 3 Simulation results

From: Addressing the challenges of reconstructing systematic reviews datasets: a case study and a noisy label filter procedure

Model

WSS@95

ERF@10

ATD

Logistic Regression

79.44

52.63

91

NaĂŻve Bayes

82.30

84.21

70

Random Forest

69.36

47.36

125

Support Vector Machine

78.30

52.63

93

  1. WSS  Work saved over sampling, ERF Extra relevant records found, ATD Average time to discovery
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Systematic Reviews

ISSN: 2046-4053