From: Detecting telecommunication fraud by understanding the contents of a call
Model | Accuracy | Precision | Recall | F1 |
---|---|---|---|---|
(a) Result of Sina Weibo data analysis | ||||
 NN | 0.8367 | 0.7260 | 0.9217 | 0.8122 |
 C5.0 | 0.8033 | 0.6818 | 0.9130 | 0.7806 |
 C5.0(2) | 0.8133 | 0.6879 | 0.9391 | 0.7941 |
 CRT | 0.8333 | 0.7407 | 0.8696 | 0.8000 |
(b) Result of Baidu data analysis | ||||
 NN | 0.9853 | 0.9797 | 0.9825 | 0.9811 |
 NN(2) | 0.9921 | 0.9855 | 0.9942 | 0.9898 |
 C5.0 | 0.9910 | 0.9912 | 0.9854 | 0.9883 |
 C5.0(2) | 0.9887 | 0.9883 | 0.9825 | 0.9854 |