IEEE - Institute of Electrical and Electronics Engineers, Inc. - Improving GP classification performance by injection of decision trees

2010 IEEE Congress on Evolutionary Computation (CEC)

Author(s): König, R. ; Johansson, U. ; Löfström, T. ; Niklasson, L.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2010
Conference Location: Barcelona, Spain, Spain
Conference Date: 18 July 2010
Page(s): 1 - 8
ISBN (CD): 978-1-4244-6910-9
ISBN (Electronic): 978-1-4244-6911-6
ISBN (Paper): 978-1-4244-6909-3
DOI: 10.1109/CEC.2010.5585988
Regular:

This paper presents a novel hybrid method combining genetic programming and decision tree learning. The method starts by estimating a benchmark level of reasonable accuracy, based on decision tree... View More

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