Graphics Reference
In-Depth Information
Table 2.1
Classification data sets to be used in the remainder of this topic
Acronym
Data set
#Attributes (R/I/N)
#Examples
#Classes
Miss val.
ABA
Abalone
8 (7/0/1)
4174
28
No
APP
Appendicitis
7 (7/0/0)
106
2
No
AUD
Audiology
71 (0/0/71)
226
24
Ye s
AUS
Australian
14 (3/5/6)
690
2
No
AUT
Autos
25 (15/0/10)
205
6
Ye s
BAL
Balance
4 (4/0/0)
625
3
No
BAN
Banana
2 (2/0/0)
5300
2
No
BND
Bands
19 (13/6/0)
539
2
Ye s
BRE
Breast
9 (0/0/9)
286
2
Ye s
BUP
Bupa
6 (1/5/0)
345
2
No
CAR
Car
6 (0/0/6)
1728
4
No
CLE
Cleveland
13 (13/0/0)
303
5
Ye s
CTR
Contraceptive
9 (0/9/0)
1473
3
No
CRX
Crx
15 (3/3/9)
690
2
Ye s
DER
Dermatology
34 (0/34/0)
366
6
Ye s
ECO
Ecoli
7 (7/0/0)
336
8
No
FLA
Flare
11 (0/0/11)
1066
6
No
GER
German
20 (0/7/13)
1000
2
No
GLA
Glass
9 (9/0/0)
214
7
No
HAB
Haberman
3 (0/3/0)
306
2
No
HAY
Hayes
4 (0/4/0)
160
3
No
HEA
Heart
13 (1/12/0)
270
2
No
HEP
Hepatitis
19 (2/17/0)
155
2
Ye s
HOC
Horse colic
23 (7/1/15)
368
2
Ye s
HOU
Housevotes
16 (0/0/16)
435
2
Ye s
IRI
Iris
4 (4/0/0)
150
3
No
LED
Led7digit
7 (7/0/0)
500
10
No
LUN
Lung cancer
57 (0/0/57)
32
3
Ye s
LYM
Lymphography
18 (0/3/15)
148
4
No
MAM
Mammographic
5 (0/5/0)
961
2
Ye s
MON
Monk-2
6 (0/6/0)
432
2
No
MOV
Movement
90 (90/0/0)
360
15
No
NTH
Newthyroid
5 (4/1/0)
215
3
No
PAG
Pageblocks
10 (4/6/0)
5472
5
No
PEN
Penbased
16 (0/16/0)
10992
10
No
PHO
Phoneme
5 (5/0/0)
5404
2
No
PIM
Pima
8 (8/0/0)
768
2
No
PRT
Primary tumor
18 (0/0/18)
339
21
Ye s
SAH
Saheart
9 (5/3/1)
462
2
No
(continued)
