Introduction to Data Mining /
Tan, Pang-Ning,
Introduction to Data Mining / Pang-Ning Tan, Michael Steinbach, Vipin Kumar. - first edition. - 732 pages : illustrations; 28 cm
Includes bibliographical references and indexes.
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
9781292026152 1292026154
Data mining
006.312 / T.P.I
Introduction to Data Mining / Pang-Ning Tan, Michael Steinbach, Vipin Kumar. - first edition. - 732 pages : illustrations; 28 cm
Includes bibliographical references and indexes.
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
9781292026152 1292026154
Data mining
006.312 / T.P.I