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ISSN 2063-5346
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AN ENHANCEMENT IN EFFECTS OF FINANCIAL DEVELOPMENT ON FOREIGN DIRECT INVESTMENTS BY APRIORI OVER GENETIC ALGORITHM

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Rajesh.A, S.Ashok Kumar
» doi: 10.31838/ecb/2023.12.sa1.434

Abstract

Aim: The purpose of this study is an enhancement in the effects of financial development on foreign direct investments by using Apriori algorithm in comparison with Genetic algorithm (GA). Materials & Methods: The dataset in this paper utilizes the publicly available dataset from National Financial Development to prove the effectiveness of the approach. The study's sample size was 280 (Groups 1 and 2 each had 140 participants), and the calculation was done using G-power 0.8 with alpha and beta values of 0.05 and 0.2, respectively, with a confidence interval of 95%.The enhancement in effects of financial development on foreign direct investments is performed by the Apriori algorithm whereas number of samples (N=10) and Genetic algorithm (GA) where number of samples (N=10). Results: The accuracy rate of the Apriori algorithm classifier is 95.68 percent greater than the accuracy rate of the Genetic algorithm (GA), which is 93.263 percent. The results, which have a significance level of p=0.0341 (p<0.05), indicate that there is statistical significance for two groups. Conclusion: The Apriori algorithm provides better results in terms of accuracy compared to the Genetic Algorithm (GA) for enhancing the impact of financial development on foreign direct investment.

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