Posts Tagged ‘Boosting Algorithm’:

Network Security Situation Evaluation Model Based on Ensemble Learning

Internet has become an important infrastructure to support the society, and the network security situation (NSS) is more serious. Current network security devices, whether functionally or technically are difficult to meet the securiy needs. We need a new technology to comprehensive analysis and display network security.NSS has been used to describe the different runtime security

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Research on Boost-SVM Algorithm Based on Ensemble Learning

Ensemble learning is a new machine learning paradigm. It can significantly improve the generalization ability of learning systems through utilizing multiple learners to solve a problem. Therefore the research on its theory and algorithm becomes a hot topic in the field of machine learning since the beginning of 1990s. However ensemble learning is till very

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Customer Churn Analysis and Prediction of a Certain Mobilcom Based on Boosting Algorithm

Resources are very limited for many enterprises. How to make good use of limited resources is one of the key problems needing to be considered in the process of enterprises development. The problem is especially worse in Mobile Industry because of the specialty in this area. At the moment, many Mobile Telecom carriers take great

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Research on the Imbalanced Data Learning

With the progress of science and technology, particularly the rapid development of information technology, there are so much number of data with different forms produced in businesses that people are facing to a data explosion era, even though that the information hidden in the data is still necessitous. For this reason, data mining technology came

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