feature,coefficient,pushes_toward,strength
(intercept / baseline),-0.3921,baseline,0.3921
OverTime_Yes,0.6875,LEAVING,0.6875
JobRole_Laboratory Technician,0.6765,LEAVING,0.6765
BusinessTravel_Travel_Frequently,0.5844,LEAVING,0.5844
JobRole_Sales Representative,0.442,LEAVING,0.442
YearsSinceLastPromotion,0.424,LEAVING,0.424
NumCompaniesWorked,0.3825,LEAVING,0.3825
MaritalStatus_Single,0.3768,LEAVING,0.3768
Department_Sales,0.3133,LEAVING,0.3133
DistanceFromHome,0.2776,LEAVING,0.2776
EducationField_Technical Degree,0.2594,LEAVING,0.2594
EducationField_Human Resources,0.2087,LEAVING,0.2087
YearsAtCompany,0.1476,LEAVING,0.1476
JobLevel,0.1455,LEAVING,0.1455
Gender_Male,0.1338,LEAVING,0.1338
EducationField_Marketing,0.1042,LEAVING,0.1042
PerformanceRating,0.0997,LEAVING,0.0997
JobRole_Human Resources,0.0791,LEAVING,0.0791
MonthlyRate,0.0225,LEAVING,0.0225
Department_Human Resources,0.0066,LEAVING,0.0066
BusinessTravel_Travel_Rarely,0.0035,LEAVING,0.0035
Education,0.0004,LEAVING,0.0004
JobRole_Manager,-0.0014,staying,0.0014
HourlyRate,-0.0355,staying,0.0355
MaritalStatus_Married,-0.0717,staying,0.0717
JobRole_Sales Executive,-0.0931,staying,0.0931
EducationField_Medical,-0.1144,staying,0.1144
EducationField_Life Sciences,-0.1174,staying,0.1174
Gender_Female,-0.1355,staying,0.1355
TrainingTimesLastYear,-0.1364,staying,0.1364
JobRole_Manufacturing Director,-0.1474,staying,0.1474
PercentSalaryHike,-0.1816,staying,0.1816
DailyRate,-0.1958,staying,0.1958
WorkLifeBalance,-0.2006,staying,0.2006
YearsInCurrentRole,-0.2111,staying,0.2111
StockOptionLevel,-0.2111,staying,0.2111
RelationshipSatisfaction,-0.2158,staying,0.2158
MonthlyIncome,-0.2239,staying,0.2239
JobInvolvement,-0.2751,staying,0.2751
Age,-0.2794,staying,0.2794
JobRole_Research Scientist,-0.2813,staying,0.2813
MaritalStatus_Divorced,-0.3068,staying,0.3068
JobRole_Healthcare Representative,-0.313,staying,0.313
Department_Research & Development,-0.3215,staying,0.3215
JobSatisfaction,-0.34,staying,0.34
EducationField_Other,-0.3422,staying,0.3422
YearsWithCurrManager,-0.3624,staying,0.3624
JobRole_Research Director,-0.3631,staying,0.3631
EnvironmentSatisfaction,-0.3664,staying,0.3664
TotalWorkingYears,-0.3908,staying,0.3908
BusinessTravel_Non-Travel,-0.5896,staying,0.5896
OverTime_No,-0.6892,staying,0.6892