Evaluation of Effectiveness of Wavelet Based Denoising Schemes Using ANN and SVM for Bearing Condition Classification

Table 7

The effectiveness of the denoising scheme s7 using the ANN and the SVM.

	All feature set		Reduced feature set
	Training accuracy; (%)	Test accuracy; (%)	Training accuracy; (%)	Test accuracy; (%)
ANN	100.00	97.67	100.00	95.50
SVM	86.00	80.00	85.33	84.00