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Found 4 papers, 1 papers with code
Bayes in Wonderland! Predictive supervised classification inference hits unpredictability
The marginal Bayesian predictive classifiers (mBpc) as opposed to the simultaneous Bayesian predictive classifiers (sBpc), handle each data separately and hence tacitly assumes the independence of the observations.
SPAGETI: Stabilizing Phylogenetic Assessment with Gene Evolutionary Tree Indices
The standard approach to estimate species trees is to align a selected set of genes, concatenate the alignments and then estimate a consensus tree.
Inductive Inference in Supervised Classification
These two cases are the main focus of this thesis and based on Bayesian inductive theories, de Finetti type exchangeability is a suitable assumption that facilitates the derivation of classifiers in the former scenario.
Asymptotic Supervised Predictive Classifiers under Partition Exchangeability
The convergence of simultaneous and marginal predictive classifiers under partition exchangeability in supervised classification is obtained.
