Is there any study for comparison of SVM and GP classification? Can someone suggest some studies regarding the mathematical explanation?
Hi Vishal Gaurav
You may find some excellent comparison between SVM and GP in the below link. Author himself of GP did not claim GP is superior than SVM, but GP is a good candidate.
http://www.gaussianprocess.org/gpml/chapters/RW6.pdf
Further, you can study how Gaussian process (GP) can be embedded with SVM for improved classification accuracy.
https://www.researchgate.net/publication/313477313_Reliable_bearing_fault_diagnosis_using_Bayesian_inference-based_multi-class_support_vector_machines
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