1/2/2024 0 Comments Rapidminer studio predictionImplementation of Data Mining Techniques in CRM of Pharmaceutical Industry. Indian Journal of Science and Technology. Using the Clustering Algorithms and Rule-based of Data Mining to Identify Affecting Factors in the Profit and Loss of Third-Party Insurance, Insurance Company Auto. International Journal of Engineering & Technology, 2018, 7(45):159-162. Review on Application of Data Mining in Life Insurance. International Journal of Economics, Business and Accounting Research, 2020, 4(1): 27–37, The Effect of Information Technology on The Cooperative Insurance Industry Case Study: Shiekan Insurance and Reinsurance Company – Sudan (Empirical Study). International Journal for Equity in Health, 2018, 17(1): 138. ![]() An evaluation of health systems equity in Indonesia: study protocol. Keywords: insurance, information system, data mining, RapidMiner. The following methods can be used: decision tree for data modeling, FP-Growth for determining which dataset occurs most frequently, and K-Means to classify the data attributes to facilitate the analysis. Research goals for data mining techniques with classification, association, and clustering case studies implemented are to find all associative rules with high confidence, organize objects into groups whose members are similar, and collect objects between them. A scientific novelty of this research is investigating data set cost insurance with data mining techniques consisting of classification, association, and clustering. With the RapidMiner Studio app, authors can analyze the insurance data. In this analysis, the authors use the RapidMiner Studio version 9.1 software. It is hoped that customer data can accurately produce information about insurance cost predictions. Data mining is the mining or discovery of new information by looking for specific patterns or rules from large amounts of data expected to overcome these conditions. The rapid growth of data accumulation has created data-rich but insufficient information conditions. Information systems can be used to obtain, process, and disseminate information to support day-to-day operations and support strategic decision-making activities. The information system is one of the resources to increase competitive advantage. ![]() Most people have entered into insurance agreements with state-owned and national private-owned insurance companies. The insurance protection program cannot be separated from everyday human life because there will always be risks in every human activity.
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