Table 5.

Diagnosis accuracy rate of the methods.

Method	Accuracy Rate
	Healthy	Bearing Fault	Demagnetized	with No Eccentricity	with Eccentricity	Average
KNN	98.12%	94.44%	90.45%	86.57%	80.60%	88.96%
SVM	99.72%	99.96%	99.72%	89.23%	89.65%	94.66%
MLP	95.12%	88.78%	96.18%	88.02%	84.50%	89.81%
1D CNNG	100.00%	99.89%	99.18%	99.60%	74.49%	93.36%
1D CNNT	94.73%	87.58%	88.93%	87.89%	90.52%	89.80%
1D CNNC	99.68%	98.78%	98.33%	92.28%	89.07%	94.80%
Proposed 1D CNN	99.89%	99.90%	99.19%	97.59%	98.49%	98.85%