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What is Attribute Evaluation

Chapter 85
Encyclopedia of Business Analytics and Optimization
A data mining procedure which estimates the utility of attributes for given task (usually prediction). Attribute evaluation is used in many data mining tasks, for example in feature subset selection, feature weighting, feature ranking, feature construction, decision and regression tree building, data discretization, visualization, and comprehension.
Published in Chapter:
Explaining Predictive Model Decisions
Marko Robnik-Šikonja (Faculty of Computer and Information Science, University of Ljubljana, Slovenia) and Erik Štrumbelj (Faculty of Computer and Information Science, University of Ljubljana, Slovenia)
Copyright: © 2014 |Pages: 10
DOI: 10.4018/978-1-4666-5202-6.ch085
Full Text Chapter Download: US $37.50 Add to Cart
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Chapter 6
Design and Development of Small-Scale Oil Palm Waste Shredder for Achieving Environmental Sustainability
A data mining procedure which estimates the utility of attributes for a given task (usually prediction). Attribute evaluation is used in many data mining tasks, for example in feature subset selection, feature weighting, feature ranking, feature construction, decision and regression tree building, data discretization, visualization, and comprehension.
Published in Chapter: Design and Development of Small-Scale Oil Palm Waste Shredder for Achieving Environmental Sustainability; From: Handbook of Research on Waste Diversion and Minimization Technologies for the Industrial Sector
Full Text Chapter Download: US $37.50 Add to Cart
Chapter 181
Comprehensible Explanation of Predictive Models
A data mining procedure which estimates the utility of attributes for given task (usually prediction). Attribute evaluation is used in many data mining tasks, for example in feature subset selection, feature weighting, feature ranking, feature construction, decision and regression tree building, data discretization, visualization, and comprehension.
Published in Chapter: Comprehensible Explanation of Predictive Models; From: Encyclopedia of Information Science and Technology, Fourth Edition
Full Text Chapter Download: US $37.50 Add to Cart
Chapter 46
Comprehensible Explanation of Predictive Models
A data mining procedure which estimates the utility of attributes for given task (usually prediction). Attribute evaluation is used in many data mining tasks, for example in feature subset selection, feature weighting, feature ranking, feature construction, decision and regression tree building, data discretization, visualization, and comprehension.
Published in Chapter: Comprehensible Explanation of Predictive Models; From: Advanced Methodologies and Technologies in Business Operations and Management
Full Text Chapter Download: US $37.50 Add to Cart
Chapter 6
AF 447 as a Paradigmatic Accident: The Role of Automation on a Modern Airplane
A data mining procedure which estimates the utility of attributes for given task (usually prediction). Attribute evaluation is used in many data mining tasks, for example in feature subset selection, feature weighting, feature ranking, feature construction, decision and regression tree building, data discretization, visualization, and comprehension.
Published in Chapter: AF 447 as a Paradigmatic Accident: The Role of Automation on a Modern Airplane; From: Automated Systems in the Aviation and Aerospace Industries
Full Text Chapter Download: US $37.50 Add to Cart
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