The confirmed activity data of 17 andrographolide derivatives were selected. Structural parameters were calculated by Gaussian software. According to the principal component analysis,the main parameters were chosen. Then the proposed activity evaluation model was verified through a BP neural network. This QSAR modeling provided the theoretical basis for better andrographolide drugs synthesis.