文章基本信息

标题：Application of k-NN and Naive Bayes Algorithm in Banking and Insurance Domain
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作者：Gourav Rahangdale ; Manish Ahirwar ; Mahesh Motwani 等
期刊名称：International Journal of Computer Science Issues
印刷版ISSN：1694-0784
电子版ISSN：1694-0814
出版年度：2016
卷号：13
期号：5
出版社：IJCSI Press
摘要：In todays globalized world, Business Intelligence software would form part of many firms business oriented information technology strategies. Before such strategy could be planned, these firms would require in-depth data analysis on the products that they would be planning to sell such as sales purchases, staff costs and other items that could potentially impact services or goods. We have applied data mining classification technique in Banking and Insurance domain to provide solution and prediction model. In classification machine learning technique, we will use k-NN and Naive Bayes algorithm on Portuguese bank dataset and Dutch insurance company dataset and shall also compare accuracy of their classification.
关键词：Data Mining; k;Nearest Neighbor; Naive Bayes and Classification Algorithm