A Robust Text Classifier Based on Denoising Deep Neural Network in the Analysis of Big Data

Table 2

Text classification performance of DDNN with different parameters.

Learning rate	DAE		RBM		Accuracy
0.01	1600	1500	600	100	0.9640
	1700	1500	700	100	0.9700
	1800	1500	800	100	0.9686
0.02	1600	1500	600	100	0.9655
	1700	1500	700	100	0.9654
	1800	1500	800	100	0.9670
0.03	1600	1500	600	100	0.9625
	1700	1500	700	100	0.9627
	1800	1500	800	100	0.9491