Refactor UnderSamplingTemplate

Victor Hugo Ruelas Riverarequested to merge
viruelas/umami:refactor-UnderSamplingTemplate into preprocessing-remake
  • Refactors UnderSamplingTemplate to use the base class Resampling
  • Renames UnderSamplingTemplate to ProbabilityRatioUnderSampling
  • Updates docs

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