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Optimized Rule Induction
December 1993 (vol. 8 no. 6)
pp. 61-69
ASCII Text
x 
 
Sholom M. Weiss, Nitin Indurkhya, "Optimized Rule Induction," IEEE Intelligent Systems, vol. 8, no. 6, pp. 61-69, December, 1993.
 
 
BibTex
x
 
@article{ 10.1109/64.248354,
author = {Sholom M. Weiss and Nitin Indurkhya},
title = {Optimized Rule Induction},
journal ={IEEE Intelligent Systems},
volume = {8},
number = {6},
issn = {0885-9000},
year = {1993},
pages = {61-69},
doi = {http://doi.ieeecomputersociety.org/10.1109/64.248354},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - MGZN
JO - IEEE Intelligent Systems
TI - Optimized Rule Induction
IS - 6
SN - 0885-9000
SP61
EP69
EPD - 61-69
A1 - Sholom M. Weiss,
A1 - Nitin Indurkhya,
PY - 1993
VL - 8
JA - IEEE Intelligent Systems
ER -
 

Swap-1, a state-of-the-art system for learning decision rules from data, is presented. The method embodied in Swap-1 generates reduced-complexity solutions by inducing compact solutions in larger dimensions where many rules might be needed to make accurate predictions. For many applications, such systems can automatically construct relatively compact rule sets with highly predictive performance.

Citation:
Sholom M. Weiss, Nitin Indurkhya, "Optimized Rule Induction," IEEE Intelligent Systems, vol. 8, no. 6, pp. 61-69, Dec. 1993, doi:10.1109/64.248354
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