Skip to main content

Table 7 Average ranks of Isolation Forest (IF), One-class SVM, and Local Outlier Factor (LOF) over all small and large LFR networks, for must-link and cannot-link constraints

From: Overlapping community finding with noisy pairwise constraints

Dataset Must-link constraints Cannot-link constraints
Small networks IF SVM LOF IF SVM LOF
2.3(2) 1.3(1) 2.4(3) 1.0(1) 2.0(2) 3.0(3)
Large networks IF SVM LOF IF SVM LOF
3.0(3) 1.1(1) 1.9(2) 1.0(1) 2.0(2) 3.0(3)
Average Rank 2.5 1 2.5 1 2 3
\