Introduction to data mining
Başlık:
Introduction to data mining
ISBN:
9789332518650
Yazar:
Yayım Bilgisi:
Boston : Pearson , 2006.
Fiziksel Açıklamalar:
732 s. : res. ; tbl., graf., şkl. ; 26 cm.
Genel Not:
Preface Acknowledgments Introduction Data Exploring Data Classification: Basic Concepts, Decision Trees, and Model Evaluation Classification: Alternative Techniques Association Analysis: Basic Concepts and Algorithms Association Analysis: Advanced Concepts Cluster Analysis: Basic Concepts and Algorithms Cluster Analysis: Additional Issues and Algorithms Anomaly Detection Appendices Linear Algebra Dimensionality Reduction: PCA, SVD, and More Probability and Statistics Regression Optimization Bibliography Index
Özet:
Preface Acknowledgments Introduction Data Exploring Data Classification: Basic Concepts, Decision Trees, and Model Evaluation Classification: Alternative Techniques Association Analysis: Basic Concepts and Algorithms Association Analysis: Advanced Concepts Cluster Analysis: Basic Concepts and Algorithms Cluster Analysis: Additional Issues and Algorithms Anomaly Detection Appendices Linear Algebra Dimensionality Reduction: PCA, SVD, and More Probability and Statistics Regression Optimization Bibliography Index