Abstract: The activity of drug molecule can be predicted by the QSAR （Quantitative Structure Activity Relationship） model, which overcomes the disadvantages of high cost and long cycle with the traditional experimental method only. With the fact that the number of

Key words: Molecular aetivity,Semi-supervised learning,Feature selection