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stat.ML2021
Bayes in Wonderland! Predictive supervised classification inference hits unpredictability
Ali Amiryousefi, Ville Kinnula, Jing Tang
The marginal Bayesian predictive classifiers (mBpc) as opposed to the simultaneous Bayesian predictive classifiers (sBpc), handle each data separately and hence tacitly assumes the…
stat.ML2021
Inductive Inference in Supervised Classification
Ali Amiryousefi
Inductive inference in supervised classification context constitutes to methods and approaches to assign some objects or items into different predefined classes using a formal rule…
stat.ML2021
Asymptotic Supervised Predictive Classifiers under Partition Exchangeability
Ali Amiryousefi
The convergence of simultaneous and marginal predictive classifiers under partition exchangeability in supervised classification is obtained. The result shows the asymptotic conver…