UTILIZING GENETIC ALGORITHMS FOR DATA MINING IMPROVEMENT IN AN EDUCATIONAL WEB-BASED SYSTEM
Journal: International Journal of Engineering Sciences & Research Technology (IJESRT) (Vol.7, No. 12)Publication Date: 2018-12-30
Authors : Keshav Jethaliya;
Page : 64-73
Keywords : Web Based Education System; Data Mining; Genetic Algorithm.;
Abstract
This paper shows a methodology for arranging understudies with the end goal to anticipate their last grade dependent on highlights separated from logged information in an instruction online framework. A mix of different classifiers prompts a noteworthy enhancement in characterization execution. Through weighting the component vectors utilizing a Genetic Algorithm we can advance the forecast precision and get a stamped enhancement over crude arrangement. It further demonstrates that when the quantity of highlights is few; include weighting is works superior to simply highlight choice
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Last modified: 2018-12-14 18:44:53