Research Article

[Retracted] Advertising Click-Through Rate Prediction Based on CNN-LSTM Neural Network

Table 1

Performance comparison of different models.

ModelRMSETraining timeNumber of parameters
Training sampleTest sample

Standard LSTM0.06000.079398.67384
Variant I0.06000.074173.91288
Variant II0.06000.073372.68192
Variant III0.06000.070892.62128
Simplified I0.06000.075258.68144
Simplified II0.06600.078169.0596