Table 2 Attribute values for different algorithm ranking with various sub-evaluator
SerialRank | Parameters | Rel Att Eval | Sym Un Att | Info Gain Att | OneR Att |
|---|---|---|---|---|---|
Eval | Eval | Eval | |||
1 | Problem during pregnancy | 1 | 1 | 1 | 1 |
2 | Abortion | NA | 3 | 3 | 3 |
3 | Have infection in the genital area | 2 | 2 | 2 | 2 |
4 | Affected by breast cancer | 4 | 4 | 4 | 4 |
5 | Estrogen pill taken after menopause | 15 | 5 | 5 | 9 |
6 | Ever had a hysterectomy | 12 | 6 | 6 | 15 |
7 | Condom or diaphragm | 7 | 7 | 7 | 6 |
8 | Any birth control pill | 5 | 10 | 9 | 5 |
9 | Use napkin | 9 | 11 | 11 | 12 |
10 | Pregnancy after 35 | 14 | 12 | 14 | 10 |
11 | Pap test | 18 | 15 | 15 | 7 |
12 | Children after 35 | 10 | 16 | 17 | 14 |
13 | Takes hormone after menopause | 19 | 17 | 18 | 18 |
14 | Take adequate fruit | 17 | 19 | 19 | 17 |
15 | Age | 12 | 18 | 20 | 19 |
16 | Oral contraception | 11 | 20 | 21 | 21 |
17 | Education | NA | 21 | 22 | 20 |
18 | Age of husband | NA | 22 | 24 | 22 |
19 | Cancer vaccine taken | NA | 24 | NA | 24 |
20 | First sex age | 21 | NA | NA | NA |
21 | Marital status | NA | NA | NA | NA |
22 | Number of children | 20 | NA | NA | NA |
23 | Number of sex partner | 22 | NA | NA | NA |
24 | Long term pressure | 24 | NA | NA | NA |