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Titlebook: Efficient Learning Machines; Theories, Concepts, Mariette Awad,Rahul Khanna Book‘‘‘‘‘‘‘‘ 2015 The Editor(s) (if applicable) and The Author

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楼主: ominous
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Multiobjective Optimization,adeoff between model complexity and accuracy. Examples of multiobjective optimization can be found in economics (setting monetary policy), finance (risk–return analysis), engineering (process control, design tradeoff analysis), and many other applications in which conflicting objectives must be obtained.
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https://doi.org/10.1007/978-3-663-16160-8monstration thus far of hierarchical learning based on DNN, along with other Bayesian inference and deduction reasoning techniques, has been the performance of the IBM supercomputer Watson in the legendary tournament on the game show ., in 2011.
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Machine Learning in Action: Examples, The learning process constructs a that is hardened by critical feedback to improve performance. The knowledge base system gathers a collection of facts and processes them through an inference engine that uses rules and logic to deduce new facts or inconsistencies.
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https://doi.org/10.1007/978-3-642-92280-0ly. This chapter details the structure and mathematical formulation of CA. We then present a case study of CA generalization accuracy in identifying isolated Arabic speech using an entropy-based weight update.
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