Introduction to Data Mining
Pang-Ning Tan
Introduction to Data Mining - Noida Pearson / Dorling Kindersley ( India ) Pvt.Ltd 2014 - 732p.
1. Introduction -- 2. Data -- 3. Exploring data -- 4. Classification : basic concepts, decision trees, and model evaluation -- 5. Classification : alternative techniques -- 6. Association analysis : basic concepts and algorithms -- 7. Association analysis : advanced concepts -- 8. Cluster analysis : basic concepts and algorithms -- 9. Cluster analysis : additional issues and algorithms -- 10. Anomaly detection -- App. A. Linear algebra -- App. B. Dimensionality reduction -- App. C. Probability and statistics -- App. D. Regression -- App. E. Optimization.
9789332518650
Data mining. Exploration de données (Informatique)
006.312 TAN-I
Introduction to Data Mining - Noida Pearson / Dorling Kindersley ( India ) Pvt.Ltd 2014 - 732p.
1. Introduction -- 2. Data -- 3. Exploring data -- 4. Classification : basic concepts, decision trees, and model evaluation -- 5. Classification : alternative techniques -- 6. Association analysis : basic concepts and algorithms -- 7. Association analysis : advanced concepts -- 8. Cluster analysis : basic concepts and algorithms -- 9. Cluster analysis : additional issues and algorithms -- 10. Anomaly detection -- App. A. Linear algebra -- App. B. Dimensionality reduction -- App. C. Probability and statistics -- App. D. Regression -- App. E. Optimization.
9789332518650
Data mining. Exploration de données (Informatique)
006.312 TAN-I