?? splice.arff
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% % -- G. G. Towell, 1991;% "Symbolic Knowledge and Neural Networks: Insertion, Refinement, and% Extraction", PhD Thesis, University of Wisconsin - Madison.% % -- G. G. Towell and J. W. Shavlik, 1992;% "Interpretation of Artificial Neural Networks: Mapping % Knowledge-based Neural Networks into Rules", In Advances in Neural% Information Processing Systems, volume 4, Morgan Kaufmann.% % (b) attributes predicted: given a position in the middle of a window% 60 DNA sequence elements (called "nucleotides" or "base-pairs"),% decide if this is a% a) "intron -> exon" boundary (ie) [These are sometimes called "donors"]% b) "exon -> intron" boundary (ei) [These are sometimes called "acceptors"]% c) neither (n)% (c) Results of study indicated that machine learning techniques (neural% networks, nearest neighbor, contributors' KBANN system) performed as% well/better than classification based on canonical pattern matching% (method used in biological literature).% % 4. Relevant Information Paragraph:% Problem Description: % Splice junctions are points on a DNA sequence at which `superfluous' DNA is% removed during the process of protein creation in higher organisms. The
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