Coding Ockham's Razor

• Κύριος συγγραφέας: Allison, Lloyd (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Θέματα: Data structures (Computer science).; Statistics .; Artificial intelligence.; Data Structures.; Statistics and Computing/Statistics Programs.; Artificial Intelligence.

This book explores inductive inference using the minimum message length (MML) principle, a Bayesian method which is a realisation of Ockham's Razor based on information theory. Accompanied by a library of software, the book can assist an applications programmer, student or researcher in the fie...

Πίνακας περιεχομένων:

• 1 Introduction
• 2 Discrete
• 3 Integers
• 4 Continuous
• 5 Function-Models
• 6 Multivariate
• 7 Mixture Models
• 8 Function-Models 2
• 9 Vectors
• 10 Linear Regression
• 11 Graphs
• 12 Bits and Pieces
• 13 An Implementation
• 14 Glossary.