A New Approach for Advertising CTR Prediction Based on Deep Neural Network via Attention Mechanism

Table 2

The relationship between the number of network layers and .

	AUC
	10	0.6732	0.6717	0.6812	0.6771	0.6761
20	0.6834	0.6735	0.6968	0.6811	0.6814
30	0.6949	0.6812	0.7069	0.6869	0.6933
50	0.7132	0.7073	0.7231	0.7103	0.7058
70	0.7285	0.7191	0.7349	0.7215	0.7245
90	0.7372	0.7311	0.7482	0.7355	0.7401
100	0.7419	0.7429	0.7516	0.7481	0.7464
110	0.7432	0.7441	0.7543	0.7521	0.7508
130	0.7441	0.7452	0.7540	0.7529	0.7486
150	0.7456	0.7463	0.7524	0.7511	0.7502