Classification Results of Multiclass SVM (SGD) with diferent parameters in Dataset 2

Test Videos	Top-1 err (Test set)	Top-1 err (Training set)
1) Step size= 1e-3, Regularization=1e-2, Bias=1e-2	0.7898	0.7882
2) Step size= 1e-3, Regularization=1e-2, Bias=1e-3	0.7978	0.7970
3) Step size= 1e-3, Regularization=1e-6, Bias=1e-2	0.7592	0.7590
4) Step size= 1e-3, Regularization=1e-6, Bias=1e-3	0.7594	0.7568
5) Step size= 1e-5, Regularization=1e-2, Bias=1e-2	0.7593	0.7446
6) Step size= 1e-5, Regularization=1e-2, Bias=1e-3	0.7688	0.7678
7) Step size= 1e-5, Regularization=1e-6, Bias=1e-2	0.7578	0.7562
8) Step size= 1e-5, Regularization=1e-6, Bias=1e-3	0.7592	0.7570

Tranining and test data: