Can standardisation of predictors make SVM regression perform worse?

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  • Standardisation = scaling so that mean of distribution is zero and variance equal to one.
  • Are there any circumstances when applying standardisation to predictors would result to considerably worse (signal to noise ratio) performance of SVM (Support Vector Machine) regression?