Application of machine learning techniques for predicting survival in ovarian cancer

Table 4 Comparing the level of significance of the dataset’s features

Feature	P-Value < 0.05	P-Value < 0.01	P-Value < 0.001
County	Reject	Reject	Reject
Histologic type ICD-O-3	Accept	Accept	Accept
Laterality	Accept	Accept	Accept
Radiation sequence with surgery	Reject	Reject	Reject
Reason no cancer-directed surgery	Accept	Accept	Accept
Sequence number	Accept	Accept	Accept
Race recode	Accept	Accept	Accept
Marital status at diagnosis	Accept	Accept	Accept
PRCDA region	Reject	Reject	Reject
Summary stage	Accept	Accept	Accept
Insurance recode	Accept	Accept	Accept
CS site-specific factor 1	Accept	Accept	Accept
Year of diagnosis	Accept	Accept	Accept
Age at diagnosis	Accept	Accept	Accept
Chemotherapy recode	Accept	Accept	Accept
Rural-Urban continuum code	Accept	Accept	Reject
Grade	Accept	Accept	Accept

ISSN: 1472-6947