Applied Network Science

Table 3 AUC values for the random forest classifiers excluding users with \(k_i=1\)

From: Detecting problematic transactions in a consumer-to-consumer e-commerce network

	Fictive	Underwear	Medicine	Weapon
10 features
ROC	0.925 ± 0.016	0.950 ± 0.013	0.954 ± 0.012	0.916 ± 0.019
PR	0.923 ± 0.019	0.950 ± 0.018	0.954 ± 0.016	0.911 ± 0.023
7 features
ROC	0.886 ± 0.020	0.921 ± 0.015	0.933 ± 0.014	0.899 ± 0.020
PR	0.874 ± 0.027	0.901 ± 0.021	0.928 ± 0.019	0.880 ± 0.028

The average and standard deviation were calculated based on the 100 classifiers

Back to article page