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A simplified Decision Tree ID3 algorithm was advanced in this paper, and it overcame the existing bias of ID3 algorithm. And then, ADABOOST Algorithm and improved ID3 Algorithm were constituted a multi-decision-tree classifier, and it was applied in Master Data Management System to form the redundant data judgment module which responsibility is judging the redundant data. The result shows that the...
Support vector machine (SVM) is a novel machine learning based on statistical learning theory. It is powerful for the problem with small samples, nonlinear and high dimension. Multi-class support vector machine is extended for multi-class classification based on traditional SVM which is a classifier only for binary classification. A model of transformer fault diagnosis based on Multi-class SVM is...
The Ant colony algorithm is an intelligent algorithm with its better robustness and parallelism, as well as the advantage combined easily with other algorithms. Each ant Agent does not need to have a comprehensive understanding to the every aspect of the system so the individual Agent is considered as the main object of study. In the paper, supermarket customer subdivision model was researched by...
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