变量

赋值

1

gender

male = 0, female = 1

2

relevent_experience

No relevant experience = 0, Has relevant experience = 1

3

enrolled_university

no_enrollment = 0, Part time course = 1, Full time course = 2

4

education_level

Graduate = 0, Master = 1, Phd = 2

5

company_size

<10 = 0, 10~49 = 1, 50~99 = 2, 100~499 = 3, 500~999 = 4, 1000~4999 = 5, 10,000+ = 6

6

last_new_job

never = 0, 1, 2, 3, 4, >4 = 5

7

company_type

用One-Hot变成虚变量

8

target

Not looking for job change = 0, Looking for a job change = 1