From: Semi-supervised learning for detecting human trafficking
Learner | AUC | ||
---|---|---|---|
\({\mathcal {F}}_1\) | \({\mathcal {F}}_2\) | \(\{{\mathcal {F}}_1, {\mathcal {F}}_2\}\) | |
Laplacian SVM | 0.9 | 0.92 | 0.93 |
LabelSpreading (RBF) | 0.75 | 0.85 | 0.87 |
LabelSpreading (KNN) | 0.7 | 0.82 | 0.79 |
Co-training (SVM) | 0.8 | 0.9 | 0.91 |
SVM | 0.8 | 0.65 | 0.69 |
KNN | 0.74 | 0.62 | 0.77 |
Gaussian NB | 0.77 | 0.51 | 0.52 |
Logistic regression | 0.76 | 0.62 | 0.75 |
AdaBoost | 0.77 | 0.74 | 0.74 |
Random forest | 0.8 | 0.8 | 0.8 |