关键词: 预测, 数据挖掘, 支持向量机, 回归模型

Abstract: As an important method and technique, prediction has been widely applied in many areas. With the increasing amount of data, prediction from huge database becomes more and more important. Based on the basic principle of vector machine and implement arithmetic, a prediction system infrastructure on an air company is proposed in this paper. Lastly, the rules of evaluation and selection of the prediction models are discussed.

Key words: prediction, data mining, support vector machine, regression model