Remaining Useful Life Prediction Techniques of Electric Valves for Nuclear Power Plants with Convolution Kernel and LSTM

Table 1

Average test loss with different number of kernels in convolution layers.

Number of kernels	16	32	64	128
Explained_variance_score	0.76	0.823	0.902	0.854
Mean_absolute_error	4.05	3.68	2.94	3.97
Mean_squared_error	29.32	20.43	17.55	25.19
R2_score	0.82	0.87	0.90	0.85