Hyperparameter tuning strongly affects bearing-fault-detection neural networks, and filtered-data experiments show that high-frequency noise is not the main reason wide convolutional kernels perform well.
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Finding One's Bearings in the Hyperparameter Landscape of a Wide-Kernel Convolutional Fault Detector
Hyperparameter tuning strongly affects bearing-fault-detection neural networks, and filtered-data experiments show that high-frequency noise is not the main reason wide convolutional kernels perform well.