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

Table 1

Text classification performance of DDNN with different plus noise ratio.

Plus noise ratio	Noise factor
	0.00	0.01	0.02	0.03	0.04	0.05
0.001	0.7530	0.7529	0.7479	0.7450	0.7349	0.7287
0.01	0.7536	0.7561	0.7550	0.7542	0.7443	0.7378
0.1	0.5379	0.5310	0.5270	0.5179	0.5027	0.4978