Rule-based Machine Learning Methods for Functional Prediction
نویسندگان
چکیده
منابع مشابه
Rule-based Machine Learning Methods for Functional Prediction
We describe a machine learning method for predicting the value of a real-valued function, given the values of multiple input variables. The method induces solutions from samples in the form of ordered disjunctive normal form (DNF) decision rules. A central objective of the method and representation is the induction of compact, easily interpretable solutions. This rule-based decision model can b...
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We describe a machine learning method for predicting the value of a real-valued function , given the values of multiple input variables. The method induces solutions from samples in the form of ordered disjunctive normal form (DNF) decision rules. A central objective of the method and representation is the induction of compact, easily interpretable solutions. This rule-based decision model can ...
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ژورنال
عنوان ژورنال: Journal of Artificial Intelligence Research
سال: 1995
ISSN: 1076-9757
DOI: 10.1613/jair.199