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Learning Bayesian Network Classifiers: Searching in a Space of Partially Directed Acyclic Graphs

โœ Scribed by Silvia Acid; Luis M. de Campos; Javier G. Castellano

Book ID
106453033
Publisher
Springer
Year
2005
Tongue
English
Weight
253 KB
Volume
59
Category
Article
ISSN
0885-6125

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We propose an incremental algorithm to maintain a DFS-forest in a directed acyclic graph under a sequence of arc insertions in 0( nm) worst case total time, where n is the number of nodes and m is the number of arcs after the insertions. This compares favorably with the time required to recompute DF