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Highlighting Prediction of stock and its price index is always a challenging issue because of presence of uncertainty. Predicting the problem will give the major solution to the success of choosing the investment. Accuracy and precision is the root factor in stock market prediction. It utilizes the collected knowledge for predicting the stock market with increased accuracy. The research focus to provide a solution for stock prediction by optimization, data reduction and reduction in dimensiondoi:10.22214/ijraset.2020.32218 fatcat:dwhezyhdircmxfi6rwlqf36r6m