feature,coefficient,pushes_toward
JobRole_Laboratory Technician,0.4051,LEAVING
YearsSinceLastPromotion,0.3823,LEAVING
EnvironmentSatisfaction,-0.3822,staying
NumCompaniesWorked,0.3606,LEAVING
OverTime_Yes,0.3581,LEAVING
OverTime_No,-0.3581,staying
YearsWithCurrManager,-0.3437,staying
JobSatisfaction,-0.3369,staying
JobRole_Research Director,-0.3343,staying
JobLevel,0.3156,LEAVING
BusinessTravel_Non-Travel,-0.3132,staying
JobRole_Sales Representative,0.2934,LEAVING
DistanceFromHome,0.2897,LEAVING
TotalWorkingYears,-0.2826,staying
JobInvolvement,-0.2826,staying
RelationshipSatisfaction,-0.2558,staying
BusinessTravel_Travel_Frequently,0.2501,LEAVING
YearsInCurrentRole,-0.2421,staying
MaritalStatus_Single,0.2159,LEAVING
StockOptionLevel,-0.2024,staying
JobRole_Healthcare Representative,-0.2016,staying
WorkLifeBalance,-0.1953,staying
PercentSalaryHike,-0.1953,staying
DailyRate,-0.193,staying
MaritalStatus_Divorced,-0.183,staying
EducationField_Other,-0.1722,staying
JobRole_Manufacturing Director,-0.1533,staying
EducationField_Human Resources,0.1504,LEAVING
TrainingTimesLastYear,-0.1458,staying
EducationField_Technical Degree,0.1447,LEAVING
JobRole_Human Resources,0.1354,LEAVING
PerformanceRating,0.1285,LEAVING
YearsAtCompany,0.1124,LEAVING
JobRole_Manager,-0.1091,staying
Department_Human Resources,-0.1074,staying
Department_Sales,0.0922,LEAVING
JobRole_Research Scientist,-0.0898,staying
HourlyRate,-0.0618,staying
Gender_Male,0.0574,LEAVING
Gender_Female,-0.0574,staying
EducationField_Life Sciences,-0.0573,staying
MaritalStatus_Married,-0.0476,staying
Department_Research & Development,-0.0448,staying
Education,0.0435,LEAVING
MonthlyRate,0.0403,LEAVING
EducationField_Marketing,0.0337,LEAVING
MonthlyIncome,-0.0257,staying
EducationField_Medical,-0.0161,staying
JobRole_Sales Executive,-0.0108,staying
BusinessTravel_Travel_Rarely,-0.0054,staying