A Consumer Behavior Prediction Model Based on Multivariate Real-Time Sequence Analysis

Table 3

Comparison of algorithm execution effects.

Dataset	Top@N	Statistical algorithm				EC-Structure				SeqLearn
			R	FB	ACC		R	FB	ACC		R	FB	ACC
Ali data	Top@5	0.64	0.70	0.67	0.60	0.78	0.70	0.74	0.75	0.80	0.81	0.80	0.77
	Top@10	0.72	0.77	0.74	0.70	0.83	0.82	0.82	0.80	0.86	0.88	0.87	0.85
EP data	Top@5	0.62	0.60	0.61	0.61	0.81	0.70	0.75	0.80	0.82	0.86	0.84	0.81
	Top@10	0.73	0.77	0.75	0.72	0.83	0.85	0.84	0.81	0.88	0.90	0.89	0.87