Cascade Support Vector Machines with Dimensionality Reduction

Table 1

Comparison of ISOMAP-ECM and LLE-ECM with various choices for and in terms of MSE on MakeClass data set with , , and .

DR	ISOMAP						LLE
	10		20		30		10		20		30
10	0.03	46.88	0.02	67.17	0.03	138.60	0.03	156.78	0.02	171.14	0.03	171.80
20	0.03	48.01	0.02	66.41	0.02	96.00	0.03	170.64	0.03	184.79	0.03	186.10
30	0.04	94.43	0.03	65.01	0.03	91.91	0.04	177.35	0.03	184.00	0.03	183.21