Data mining refers to extracting knowledge from large amount of data. Real life data mining approaches are interesting because they often present a different set of problems for diabetic patient's data. The research area to solve various problems and classification is one of main problem in the field. The research describes algorithmic discussion of J48, J48 Graft, Random tree, REP, LAD. Here used to compare the performance of computing time, correctly classified instances, kappa statistics, MAE, RMSE, RAE, RRSE and to find the error rate measurement for different classifiers in weka .In this paper the data classification is diabetic patients data set is developed by collecting data from hospital repository consists of 1865 instances with different attributes. The instances in the dataset are two categories of blood tests, urine tests. Weka tool is used to classify the data is evaluated using 10 fold cross validation and the results are compared. When the performance of algorithms, we found J48 is better algorithm in most of the cases.
ICT has become an indispensable factor in the modern life of every individual. The elements of information and communication technology related sources are perceived as essential parameters in day today operation of banking both in private and public nature while deal with customers and stakeholders. The applications of ICT are augmenting in every sphere of our action includes both consumption and services. In this aspect the banking service is an intangible element which requires an effective quality delivery process from the ends of both provider and taker. In order to enhance the quality of banking services both in private and public categories, the application of ICT becomes an imperative element. But today banking organization from both private and public background aims to offers better and enhanced services to the customer in the given sphere of competition. Due to the level of service extended by bank differs based on the customer and type of services with respect to availability of infrastructure. Even though the banks from private and public base aims to elevate sophisticated services towards the perception of customers and employees in order to identify the role of ICT towards effective services of banking sectors. The present survey has been conducted from 3 private and 4 public banks situated in Kanchipuram Town. The results have been evaluated using SPSS 18.0 and suggestions provided to improve the better applications of ICT resources.
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