This theorem is after Thomas Bayes ( pronounced or `` bays '' ) and often called Bayes ' law or Bayes ' rule . This theorem is named for Thomas Bayes ( pronounced or `` bays '' ) and often called Bayes ' law or Bayes ' rule .