Hybrid Model for Detection of Cervical Cancer Using Causal Analysis and Machine Learning Techniques

Table 5

Cervical indicators results for Boruta analysis and correlation analysis.

S. no.	Cancer indicator	Boruta analysis	Correlation analysis
Number of sexual partners		√	√
1	Smoke	√	X
2	Smoke (years)	√	X
3	Smoke (packs)	√	X
4	Hormonal contraceptives (years)	√	X
5	IUD	√	X
6	IUD (years)	√	X
7	STD: number	√	X
8	STD: condylomatosis	√	X
9	STDs: vulvo-perineal condylomatosis	√	√
10	STD: syphilis	√	X
11	STD: time since the first diagnosis	√	X
12	STD: genital herpes	X	√
13	STD: HIV	X	√
14	STD: time since last diagnosis	√	X
15	Dx	√	√
16	Dx_cancer	√	√
17	Dx_HPV	√	√
18	Dx_CIN	√	X
19	Dx_CIN	X	√
20	Dx_CIN	X	√