| 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 |
|
|
