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Multi-Objective Machine Learning Book

Multi-Objective Machine Learning
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Multi-Objective Machine Learning, Recently, increasing interest has been shown in applying the concept of Pareto-optimality to machine learning, particularly inspired by the successful developments in evolutionary multi-objective optimization. It has been shown that the multi-objective ap, Multi-Objective Machine Learning
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  • Multi-Objective Machine Learning
  • Written by author Jin, Yaochu
  • Published by Springer-Verlag New York, LLC, 11/23/2010
  • Recently, increasing interest has been shown in applying the concept of Pareto-optimality to machine learning, particularly inspired by the successful developments in evolutionary multi-objective optimization. It has been shown that the multi-objective ap
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Authors

Multi-objective Feature Selection.- Multi-objective Model Selection for Better Accuracy.- Multi-objective Learning for Better Interpretability.- Generation of Ensembles Using Multi-objective Optimization.- Applications of Multi-objective Machine Learning.


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Multi-Objective Machine Learning, Recently, increasing interest has been shown in applying the concept of Pareto-optimality to machine learning, particularly inspired by the successful developments in evolutionary multi-objective optimization. It has been shown that the multi-objective ap, Multi-Objective Machine Learning

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Multi-Objective Machine Learning, Recently, increasing interest has been shown in applying the concept of Pareto-optimality to machine learning, particularly inspired by the successful developments in evolutionary multi-objective optimization. It has been shown that the multi-objective ap, Multi-Objective Machine Learning

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