Pang-Ning Tan ; Michael Steinbach ; Vipin Kumar creator Michael Steinbach ; Vipin Kumar text Data mining. New Delhi :Pearson Education ,2016 monographic eng

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xix,760 Pages ;24 cm. Introduction to Data Mining is a complete introduction to data mining for students, researchers, and professionals. It provides a sound understanding of the foundations of data mining, in addition to covering many important advanced topics 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. /Pang-Ning Tan; Michael Steinbach; Vipin Kumar Computer Science 006.312 TAN 9789332571402 Raghav Books Private Limited A-184 A, Nand Gram, Ghaziabad, U.P. 200312 20200312141716.0