Machine learning

Author: Michelle Zeng Huajun
Publisher:
Publish Date: 2003-01-01
Features: This book presents the core algorithms and theories in machine learning and explains the operational processes of the algorithms. It integrates many research findings from fields such as statistics, artificial intelligence, philosophy, information theory, biology, cognitive science, computational complexity, and cybernetics to understand the context of problems, algorithms, and their underlying assumptions. This book can serve as a textbook for undergraduate and graduate students in computer science, as well as a reference for researchers and teachers in related fields.