A Decision-Making Method Using Knowledge-Based Machine Learning
2012
This paper discusses how to use knowledge in
machine learning, so that decision-making with
knowledge-based
machine learningcan be obtained. Objectives, anti-objectives and it is support of decisions are formally defined, and the
knowledge base, evidence base, sample base and qualified samples for
decision problemare discussed in details. This paper discusses the uncertainty in the dicision problem with a method of how to use knowledge for measuring the supports of our objectives form knowledge in our hands. Three functions, namely: the initial
evaluation function, sample
evaluation function, making the
evaluation functionare proposed.
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