Prototype Generation Using Self-Organizing Maps for Informativeness-Based Classifier

Table 1

Properties of dataset used in experimental analysis of this work. These datasets are available in UCI webpage (https://archive.ics.uci.edu/ml/datasets.html) and also in webpage auxiliar of Triguero et al. publication [9].

#	Name	Properties
		(#Obj)	(#Att)	(#Cla)
1	appendicitis	106	7	1
2	iris	150	4	2
3	australian	690	14	16
4	balance	625	4	15
5	dermatology	366	33	13
6	glass	214	9	7
7	haberman	306	3	11
8	heart	270	13	10
9	hepatitis	155	19	4
10	mammographic	961	5	20
11	monk-2	432	6	14
12	movement_libras	360	90	12
13	newthyroid	215	5	8
14	pima	768	8	18
15	sonar	208	60	6
16	spectfheart	267	44	9
17	tae	151	5	3
18	vehicle	846	18	19
19	vowel	990	13	21
20	wine	178	13	5
21	wisconsin	699	9	17