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What is Feature Contribution

Chapter 85
Encyclopedia of Business Analytics and Optimization
A value assigned to a feature (or its value) that is proportional to the feature’s share in the model’s prediction for an instance.
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 46
Comprehensible Explanation of Predictive Models
A value assigned to a feature (or its value) that is proportional to the feature’s share in the model’s prediction for an instance.
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 181
Comprehensible Explanation of Predictive Models
A value assigned to a feature (or its value) that is proportional to the feature’s share in the model’s prediction for an instance.
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
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