Applied Network Science

Table 2 AUC values for the random forest classifiers

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

	Fictive	Underwear	Medicine	Weapon
12 features
ROC	0.962 ± 0.003	0.981 ± 0.001	0.979 ± 0.003	0.969 ± 0.004
PR	0.916 ± 0.009	0.948 ± 0.006	0.947 ± 0.005	0.916 ± 0.015
9 features
ROC	0.951 ± 0.003	0.973 ± 0.003	0.971 ± 0.003	0.961 ± 0.004
PR	0.889 ± 0.009	0.923 ± 0.010	0.930 ± 0.009	0.888 ± 0.025

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

Back to article page