Decision Tree and Ensemble Learning Based on Ant Colony Optimization

• Κύριος συγγραφέας: Kozak, Jan (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, 2019.
• Έκδοση: 1st ed. 2019.
• Σειρά: Studies in Computational Intelligence, 781
• Θέματα: Computational intelligence.; Artificial intelligence.; Computational Intelligence.; Artificial Intelligence.

This book not only discusses the important topics in the area of machine learning and combinatorial optimization, it also combines them into one. This was decisive for choosing the material to be included in the book and determining its order of presentation. Decision trees are a popular method of c...

Πίνακας περιεχομένων:

• Theoretical Framework
• Evolutionary Computing Techniques in Data Mining
• Ant Colony Decision Tree Approach
• Adaptive Goal Function of the ACDT Algorithm
• Examples of Practical Application.