Spring Festival Holiday Tourism Data Mining Based on the Deep Learning Model

Table 2

Comparison of different smoothing filters.

		Not smooth	3 × 3 Gaussian	5 × 5 Gaussian	3 × 3 Median	5 × 5 Median
Test accuracy		95.48%	95.62%	65.41%	95.58%	95.62%
Pruning	Conv1	25 (39%)	30 (45%)	32 (49%)	30 (42%)	28 (44%)
	Conv2	4.5 K	4.5 K	5.1 K	4.5 K	4.4 K
	Conv3	8.7 K	7.8 K	9.4 K	6.8 K	7.2 K
	Precision	95.44%	95.45%	95.32%	95.47%	95.52%