Machine learning algorithms are designed to perform inference from independent variables in a manner somewhat analogous to statistical inference.Some algorithms (for example naive Bayes) are explicitly Bayesian in nature.  Are there other algorithms that, practically speaking, apply a frequentist approach?
Can machine learning algorithms be classified as being either frequentist or Bayesian?
machine learning;statistics;bayesian