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Table 2 Analysis results

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