Based on this improvement, a new SMO algorithm is proposed.We use shrinking and caching techniques to improve the efficiency of the new SMO algorithm.

• 为实现新的改进的SMO算法，论文又提出使用缓存技术与特征选择技术以进一步改善SMO算法的执行效率。