Tables at a glance

Table 1

Table 2

Table 3

Figures at a glance

Comments

Figure 1

Comments

Figure 2

Comments

Figure 3

Comments

Figure 4

Table 1

PRE_ts	PRE_tr	SEN_ts	SEN_tr	ACC_ts	ACC_tr
93.085	95.51	86.179	90.231	81.14	87.464	Iter1
93.548	95.853	87.097	89.873	82.456	87.755	Iter2
93.784	95.51	81.343	90.933	78.947	87.901	Iter3
93.548	95.005	89.256	89.147	83.772	86.006	Iter4
93.316	96.201	85.6	89.75	81.14	88.192	Iter5
92.188	95.34	88.696	90.181	81.14	87.172	Iter6
93.784	94.839	92.373	90.026	86.404	86.297	Iter7
95	95.767	89.063	89.169	85.965	87.172	Iter8
94.262	94.348	88.095	87.76	84.211	84.111	Iter9
96.023	94.107	85.507	90.027	85.088	85.131	Iter10
93.854	95.248	87.321	89.71	83.026	86.72	mean
1.1154	0.44753	8.6809	0.7364	5.9869	1.7352	var

Table 1: Linear kernel classification results

Table 2

PRE_ts	PRE_tr	SEN_ts	SEN_tr	ACC_ts	ACC_tr
94.022	99.694	96.491	100	88.596	99.563	Iter1
96.286	99.897	99.167	100	93.86	99.854	Iter2
96.552	100	96	100	92.544	100	Iter3
96.023	100	94.4	100	91.667	100	Iter4
95.506	99.897	96.667	99.749	91.667	99.708	Iter5
96.286	99.795	99.145	100	92.982	99.708	Iter6
96.286	99.897	97.541	100	93.421	99.854	Iter7
95	100	99.13	100	91.667	100	Iter8
93.316	99.897	96.396	100	88.158	99.854	Iter9
95.506	99.897	98.305	100	92.105	99.854	Iter10
95.4	99.898	97.324	99.975	91.667	99.84	mean
1.0802	0.0092839	2.586	0.0062814	3.5908	0.021014	var

Table 2: RBF kernel classification results

Table 3

PRE_ts	PRE_tr	SEN_ts	SEN_tr	ACC_ts	ACC_tr
94.505	99.897	96.552	100	90.351	99.854	Iter1
93.784	99.795	98.198	100	89.474	99.708	Iter2
96.023	99.795	98 ٬ 333	100	93.421	99.708	Iter3
94.262	99.795	98.23	100	89.912	99.708	Iter4
95.506	99.897	97.479	100	91.667	99.854	Iter5
94.262	99.795	97.368	100	89.912	100	Iter6
95.251	100	98.291	100	91.667	99.854	Iter7
92.188	99.897	98.077	100	86.404	99.854	Iter8
95.763	99 ٬ 795	97.5	100	92.544	99.708	Iter9
95	99.795	96.61	100	90.351	99.708	Iter10
94.654	99 ٬ 857	97.664	100	90.57	99.796	mean
1.2749	0.0051142	0.45702	0	3.7725	0.010389	var

Table 3: Classification results with polynomial kernels

FIGURE 1

Flowchart

FIGURE 2

Figure 2: Fusion matrix with linear core

FIGURE 3

Figure 3: Decomposition matrix with RBF core

FIGURE 4

Figure 4: Decomposition matrix with polynomial nucleus