Sökning: "Chow-Liu trees"

Hittade 1 avhandling innehållade orden Chow-Liu trees.

  1. 1. Approximations of Bayes Classifiers for Statistical Learning of Clusters

    Detta är en avhandling från Matematiska institutionen

    Författare :Magnus Ekdahl; Linköpings universitet.; Linköpings universitet.; [2006]
    Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; Pattern Recognition; Stochastic Complexity; Naïve Bayes; Bayesian Network; Classification; Clustering; Chow-Liu trees; MATHEMATICS Applied mathematics Mathematical statistics; MATEMATIK Tillämpad matematik Matematisk statistik;

    Sammanfattning : It is rarely possible to use an optimal classifier. Often the classifier used for a specific problem is an approximation of the optimal classifier. Methods are presented for evaluating the performance of an approximation in the model class of Bayesian Networks. LÄS MER