We should have strong generalization ability, and we can express our thoughts concisely and concisely in a limited time.
So the generalization ability of the system is more important.
Research results indicate that generalization ability and learning accuracy are the non decreasing function of weight adjusting ratio.
SVM has been applied to many fields such as pattern recognition, data mining, modeling and control of nonlinear system due to good generalization ability and globally optimal performance.
It has pointed out that the generalization ability of neural network can be improved by using network optimization and regularization methods.