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Table 1 Characteristics of patients with gastric cancer

From: Optimizing prognostic factors of five-year survival in gastric cancer patients using feature selection techniques with machine learning algorithms: a comparative study

Code

Features Name

Scale

Value

1

Sex

Nominal

Male – Female

2

Age at diagnosis

Interval

Ranged between 23 to 79

3

Body weight

Interval

 >  > 60, < 60

4

Weight loss

Nominal

Yes – No

5

Addiction

Nominal

Yes – No

6

History of another cancer

Nominal

Yes – No

7

Family history of gastric cancer

Nominal

Yes – No

8

Family history of other cancer

Nominal

Yes – No

9

Tumor size

Ordinal

 <  < 3 CM, 3–6 CM, > 6

10

Tumor stage

Ordinal

IA, IB, IIA, IIB, IIIA, IIIB, IIIC

11

Tumor site

Ordinal

Lower third, Middle third, Upper third, Whole stomach

12

Metastatic status

Nominal

Yes – No

13

Histological type/ Histology

Ordinal

Rivers, Diffuse, Complex

14

Lymphatic invasion

Nominal

Positive, Negative

15

Vascular invasion

Nominal

Positive, Negative

16

Histopathology type

Ordinal

Adenocarcinoma, Lymphoma, Sarcoma

17

Treatment

Ordinal

Surgery, Chemotherapy, Surgery + Chemotherapy + Radiotherapy

Outcome variable

Nominal

Death, Alive