Browsing 08. Department of Computer Applications by Author "Parsania, Vaishali S."

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Applying Naïve bayes, BayesNet, Part, JRip and OneR Algorithms on Hypothyroid Database for Comparative Analysis

Parsania, Vaishali S.; Jani, N.N.; Bhalodiya, Navneet H. (International Journal of Darshan Institute on Engineering Research & Emerging Technologies, 2014-06-01)

This research paper intends to provide comparative analysis of Data Mining classification algorithms. Some benchmarking classification algorithms like Naïve Bayes, Bayesian Network, JRip, OneR and PART are selected based ...
Comparative Analysis of Data Mining Algorithms on EHR of Rheumatoid Arthritis of Multiple Systems of Medicine

Parsania, Vaishali S.; Kamani, Krunal.; Kamani, Gautam J. (International Journal of Engineering Research and General Science, 2015-02-01)

Data mining techniques are applied usually to uncover concealed knowledge from massive data stacked up in databases. One of the potential fields of Data mining application is healthcare systems in which the increasingly ...
Mining Frequent Itemset Using Parallel Computing Apriori Algorithm

Kamani, Gautam J.; Ghodasara, Y.R.; Parsania, Vaishali S. (International Journal of Innovative Research in Computer and Communication Engineering, 2014-12-01)

Frequent itemset mining from a large transactional database is a very time consuming process. A famous frequent pattern mining algorithm is Apriori. Apriori algorithm generates a frequent itemsets in loop manner, one ...

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