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What is Data? zCollection of data objects and their attributes Attributes Class zAn attribute is a property or characteristic of an object El lf Tid Home Owner Marital Status Taxable Income Cheat 1 Yes Single 125K No – Examples: eye color of a

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Jul 04, 2014· The field of data mining lies at the confluence of predictive analytics, statistical analysis, and business intelligence. Due to the ever-increasing complexity and size of data sets and the wide range of applications in computer science, business, and health care, the process of discovering knowledge in data is more relevant than ever before.

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Feb 14, 2018· Avoiding False Discoveries: A completely new addition in the second edition is a chapter on how to avoid false discoveries and produce valid results, which is novel among other contemporary textbooks on data mining. It supplements the discussions in the other chapters with a discussion of the statistical concepts (statistical significance, p-values, false discovery rate, permutation testing ...

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Jan 01, 2005· Introduction to Data Mining presents fundamental concepts and algorithms for those learning data mining for the first time. Each major topic is organized into two chapters, beginning with basic concepts that provide necessary background for understanding each data mining technique, followed by more advanced concepts and algorithms.

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Data Mining ’99: Technology Report contains a clear, non-technical overview of data mining techniques and their role in knowledge discovery, PLUS detailed vendor specifications and feature descriptions for over two dozen data mining products (check our website for the complete list).

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Introduction 1. Discuss whether or not each of the following activities is a data mining task. (a) Dividing the customers of a company according to their gender. No. This is a simple database query. (b) Dividing the customers of a company according to their prof-itability. No. This is an accounting calculation, followed by the applica-tion of a ...

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