A Comprehensive Research Analysis on Effective Data Mining Techniques.

      Аннотация: This book provides for a deeper insight into the Data Mining Techniques used in the present day scenario in almost all fields and walks of human activity in the commercial and development scenarios.Data mining refers to extracting or mining knowledge from large amounts of data. In other words, data mining is the science, art and technology of discovering large and complex bodies of data in order to discover useful patterns. Theoreticians and practitioners are continually seeking improved techniques to make the process more efficient, cost-effectiveand accurate. Many other terms carry a similar or slightly different meaning to data mining such as knowledge mining from data, knowledge extraction, data/pattern analysis and data dredging. Nowadays, data mining is used in almost all places where a large amount of data is stored and processed. In this book, a comprehensive research analysis is undertaken to highlight the engineering aspects of data mining techniques in solving real world problems in the fullest perspective.

Ключевые слова: CAEP, boosting, Horizontally Partitioned, Decision Tree, MMASK, Data Sets, Lazy Approach