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Chapter 1: Introduction to Collective Intelligence
Chapter 2: Making Recommendations Chapter 3: Discovering Groups Chapter 4: Searching and Ranking Chapter 5: Optimization Chapter 6: Document Filtering Chapter 7: Modeling with Decision Trees Chapter 8: Building Price Models Chapter 9: Advanced Classification: Kernel Methods and SVMs Chapter 10: Finding Independent Features Chapter 11: EVOLVING INTELLIGENCE Chapter 12: Algorithm Summary Appendix : Third-Party Libraries Appendix : Mathematical Formulas |