Data mining and its application based on data visualization

This paper incorporated the methods of high dimensional data assemble and regression analysis to deal with the problem of invisibility in data mining system under the guidance of the combing technique of visualization and data mining, thus proposed a solution to the problem of visualization of each part in data mining. The experiment results demonstrates the combining visualization and data mining techniques can solve the problem of invisibility in data mining, which improves the clients´ confidence in data mining systems.