http://www1.inf.tu-dresden.de/~ds24/lehre/ml_ws_2013/ml_11_hinge.pdf

 

recognition rate  generalization识别率 泛化

 

Two extremes:

 

• Big ???? → the loss is more important → better recognition rate but smaller margin (worse generalization)

 

• Small ???? → the generalization is more important → larger margin (more robust classifier) but worse recognition rate

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