%0 Journal Article %1 bhattacharyya:1998:DS %A Bhattacharyya, Siddhartha %A Pendharkar, Parag C. %D 1998 %J Decision Sciences %K Analysis, Discriminant Inductive Learning, Machine Networks Neural algorithms, and genetic programming, %N 4 %P 871--899 %T Inductive, Evolutionary, and Neural Computing Techniques for Discrimination: A Comparative Study %U http://tigger.uic.edu/~sidb/papers/DiscCompPaper_DecSci.pdf %V 29 %X This paper provides a comparative study of machine learning techniques for two-group discrimination. Simulated data is used to examine how the different learning techniques perform with respect to certain data distribution characteristics. Both linear and nonlinear discrimination methods are considered. The data has been previously used in the comparative evaluation of a number of techniques and helps relate our findings across a range of discrimination techniques.

@article{bhattacharyya:1998:DS, abstract = {This paper provides a comparative study of machine learning techniques for two-group discrimination. Simulated data is used to examine how the different learning techniques perform with respect to certain data distribution characteristics. Both linear and nonlinear discrimination methods are considered. The data has been previously used in the comparative evaluation of a number of techniques and helps relate our findings across a range of discrimination techniques.}, added-at = {2008-06-19T17:35:00.000+0200}, author = {Bhattacharyya, Siddhartha and Pendharkar, Parag C.}, biburl = {https://www.bibsonomy.org/bibtex/2e7156841105c5c11b6c8da7734f03942/brazovayeye}, interhash = {9bb376a0c47984d1007e466b087205a1}, intrahash = {e7156841105c5c11b6c8da7734f03942}, issn = {00117315}, journal = {Decision Sciences}, keywords = {Analysis, Discriminant Inductive Learning, Machine Networks Neural algorithms, and genetic programming,}, month = {Fall}, notes = {http://www.decisionsciences.org/dsj/ (USPS 884860) http://www.decisionsciences.org/dsj/Vol29_4/29_4_871.htm}, number = 4, pages = {871--899}, size = {45 pages}, timestamp = {2008-06-19T17:36:37.000+0200}, title = {Inductive, Evolutionary, and Neural Computing Techniques for Discrimination: {A} Comparative Study}, url = {http://tigger.uic.edu/~sidb/papers/DiscCompPaper_DecSci.pdf}, volume = 29, year = 1998 }