Automatic Design of Decision-Tree Induction Algorithms

Automatic Design of Decision-Tree Induction Algorithms

Presents a detailed study of the major design components that constitute a top-down decision-tree induction algorithm, including aspects such as split criteria, stopping criteria, pruning and the approaches for dealing with missing values. Whereas the strategy still employed nowadays is to use a �...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Barros, Rodrigo C. (Συγγραφέας), de Carvalho, André C.P.L.F (Συγγραφέας), Freitas, Alex A. (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή:	SpringerLink (Online service)
Μορφή:	Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:	English
Έκδοση:	Cham : Springer International Publishing : Imprint: Springer, 2015.
Σειρά:	SpringerBriefs in Computer Science,
Θέματα:	Computer science. Data mining. Pattern recognition. Computer Science. Data Mining and Knowledge Discovery. Pattern Recognition.
Διαθέσιμο Online:	Full Text via HEAL-Link

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