Research Article

Advertisement Click-Through Rate Prediction Based on the Weighted-ELM and Adaboost Algorithm

Table 6

The Comparison of the AUC value of the three algorithms.

Proportion ELMWeighted-ELMWElM-Adaboost

1 : 50.9510.8820.962
1 : 100.8380.8310.919
1 : 200.8400.8700.932
1 : 500.8390.8400.919
1 : 1000.6820.5830.838
1 : 1500.5080.6140.789
3 : 10000.5030.5690.679