Concise and Accessible Representations for Multidimensional Datasets: Introducing a Framework Based on the D-EVM and Kohonen Networks

Table 9

Classification of 3D masks according to 1D-KNs with 125 inputs, 40 output neurons, and 10 presentations.

Class	Aneurism	Statue Leg	CT Monkey	VL-CT-Knee	VL-Baby
1	3,128	5,789	8	912,693	15,469
2	21,773	6,349	16,683	117,273	8,358
3	4,862	33,243	25,979	1,901,801	25,431
4	15,758,840	29,837	31,162	3,150	58,846
5	18,296	0	13,020	3,261	1,332
6	5,927	0	14	87,610	1,139,659
7	2,231	15,417	9,116	15,387	10,155
8	3,041	128,851	6,518	4,197	3,700
9	8,320	0	8,784	8,652,128	4,009,622
10	4,753	19,665	13,841	25,555	14,959
11	3,037	13,651	34,950	435,107	13,488
12	3,564	20,424	4,360	35,484	60,688
13	8,821	25,873	2,723	2,005	4,712
14	24,639	15,408	0	1,891	2,210
15	904	0	91,616	30,631	23,891
16	3,251	51,575	106,880	2,097	41,951
17	2,377	16,316	31,121	115,289	5,112
18	101	0	111,560	1,096	29,300
19	2,610	34,834	6,353	7,794	113,790
20	3,947	0	10,229	41,661	56,087
21	9,784	17,119	3,069	25,514	3,810
22	2,762	10,638	6,144	32,693	3,229
23	3,142	45,111	258	31,775	6,435
24	18,959	9,473,821	45	6,852	21,690
25	5,640	9,689	10,385	2,035	33,498
26	3,089	0	4,694	68,408	1,323
27	930	0	3,009,111	12,234,834	49,447
28	5,513	0	17	25,474	17,353
29	5,496	11,810	7,282	34,373	23,895
30	7,333	0	1	2,489	10,582
31	5,372	0	8,586	22,581	3,057
32	4,885	0	61	138,980	9,024
33	12,722	8,559	19,599	18,576	3,405
34	6,908	0	59,738	1,315	27,012
35	1,234	0	1,906	20,623	4,184
36	117	0	5	29,828	20,019
37	8,460	113,662	6,703	78,950	32,802
38	5,258	0	5,623	8,005	3,350
39	5,368	0	6,365	127,575	6,370
40	5,614	0	8,723	89,885	50,131