Development of a Novel Deep Learning-Based Prediction Model for the Prognosis of Operable Cervical Cancer

Table 2

Ranking of all potential risk factors by RSF.

Number	Features	Importance	Percentage importance
0	Stage	7.546688	0.103754
1	Lymph node (LN) metastasis	7.514835	0.103316
2	Diameter	7.334223	0.100833
3	Marital status	7.309901	0.100498
4	Age	6.781088	0.093228
5	Depth of invasion	6.568536	0.090306
6	Surgery types	6.245984	0.085871
7	No. of positive LN	4.895398	0.067303
8	Differentiation	4.602522	0.063277
9	Race	3.959236	0.054433
10	Diagnoses year	3.567483	0.049047
11	Histology	2.917354	0.040109
12	No. of dissected LN	1.848070	0.025408
13	Hispanic ethnicity	1.645153	0.022618
14	Primary sites	-0.275462	0.000000