Machine Learning Models and Algorithms for Big Data Classification Thinking with Examples for Effective Learning /

• Κύριος συγγραφέας: Suthaharan, Shan (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Boston, MA : Springer US : Imprint: Springer, 2016.
• Έκδοση: 1st ed. 2016.
• Σειρά: Integrated Series in Information Systems, 36
• Θέματα: Business.; Management.; Database management.; Artificial intelligence.; Business and Management.; Database Management.; Artificial Intelligence (incl. Robotics).

This book presents machine learning models and algorithms to address big data classification problems. Existing machine learning techniques like the decision tree (a hierarchical approach), random forest (an ensemble hierarchical approach), and deep learning (a layered approach) are highly suitable...