{"code": 200, "formatter": "summarize", "rules": "<pre><code class=\"summarize\">Data distribution:\n    No: 83.59% (983 instances)\n    Yes: 16.41% (193 instances)\n\n\nPredicted distribution:\n    No: 83.59% (983 instances)\n    Yes: 16.41% (193 instances)\n\n\nField importance:\n    1. MonthlyIncome: 15.21%\n    2. OverTime: 14.64%\n    3. TotalWorkingYears: 11.36%\n    4. StockOptionLevel: 8.66%\n    5. JobSatisfaction: 6.31%\n    6. JobRole: 6.06%\n    7. Age: 5.85%\n    8. YearsAtCompany: 3.34%\n    9. EmployeeNumber: 3.30%\n    10. EnvironmentSatisfaction: 2.66%\n    11. DistanceFromHome: 2.60%\n    12. DailyRate: 2.46%\n    13. RelationshipSatisfaction: 2.25%\n    14. MaritalStatus: 2.21%\n    15. MonthlyRate: 2.13%\n    16. BusinessTravel: 1.91%\n    17. Education: 1.69%\n    18. YearsWithCurrManager: 1.66%\n    19. HourlyRate: 1.37%\n    20. NumCompaniesWorked: 1.36%\n    21. PercentSalaryHike: 0.93%\n    22. YearsSinceLastPromotion: 0.50%\n    23. YearsInCurrentRole: 0.48%\n    24. EducationField: 0.40%\n    25. JobInvolvement: 0.28%\n    26. WorkLifeBalance: 0.23%\n    27. TrainingTimesLastYear: 0.16%\n\n\nRules summary:\n\n\nNo: (data 83.59% / prediction 83.59%) \n    \u00b7 11.39%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome > 11309 and JobInvolvement > 1 [Confidence: 96.68%]\n\n    \u00b7 9.26%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 11309 and StockOptionLevel <= 0 and JobSatisfaction > 1 and EnvironmentSatisfaction > 1 and 32 < Age <= 45  [Confidence: 95.95%]\n\n    \u00b7 8.95%: OverTime = No and 1 < TotalWorkingYears <= 33  and MonthlyIncome <= 11309 and StockOptionLevel > 0 and YearsAtCompany > 1 and EmployeeNumber <= 519 [Confidence: 95.82%]\n\n    \u00b7 5.60%: OverTime = No and 1 < TotalWorkingYears <= 33  and MonthlyIncome <= 11309 and StockOptionLevel > 0 and YearsAtCompany > 1 and EmployeeNumber > 519 and JobRole = Research Scientist [Confidence: 93.47%]\n\n    \u00b7 5.39%: OverTime = No and 1 < TotalWorkingYears <= 33  and MonthlyIncome <= 11309 and StockOptionLevel > 0 and YearsAtCompany > 1 and EmployeeNumber > 519 and JobRole != Research Scientist and Age <= 43 and DailyRate <= 1391 and MaritalStatus != Married [Confidence: 93.24%]\n\n    \u00b7 5.29%: OverTime = Yes and MonthlyIncome > 3819 and JobRole != Sales Executive and JobSatisfaction > 3 [Confidence: 93.12%]\n\n    \u00b7 3.46%: OverTime = No and 2 < TotalWorkingYears <= 33  and 3847 < MonthlyIncome <= 11309  and StockOptionLevel > 0 and YearsAtCompany > 1 and EmployeeNumber > 519 and JobRole != Research Scientist or Laboratory Technician and Age <= 43 and DailyRate <= 1391 and MaritalStatus = Married and JobSatisfaction <= 3 and RelationshipSatisfaction > 1 [Confidence: 89.85%]\n\n    \u00b7 3.05%: OverTime = Yes and 3819 < MonthlyIncome <= 5855  and JobRole != Sales Executive and JobSatisfaction <= 3 and Education > 1 and HourlyRate <= 96 [Confidence: 88.65%]\n\n    \u00b7 2.75%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 10248 and StockOptionLevel <= 0 and JobSatisfaction > 1 and EnvironmentSatisfaction <= 1 and YearsWithCurrManager > 0 and BusinessTravel != Travel_Frequently and JobInvolvement > 1 [Confidence: 87.54%]\n\n    \u00b7 2.64%: OverTime = No and 1 < TotalWorkingYears <= 33  and MonthlyIncome <= 11309 and StockOptionLevel > 0 and YearsAtCompany > 1 and EmployeeNumber > 519 and JobRole != Research Scientist and Age <= 43 and DailyRate <= 1391 and MaritalStatus = Married and JobSatisfaction > 3 [Confidence: 87.13%]\n\n    \u00b7 2.54%: OverTime = Yes and MonthlyIncome > 5855 and JobRole != Sales Executive and JobSatisfaction <= 3 and Education > 1 and HourlyRate <= 96 and Age <= 57 and EmployeeNumber > 837 [Confidence: 86.68%]\n\n    \u00b7 2.44%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 11309 and StockOptionLevel <= 0 and JobSatisfaction > 3 and EnvironmentSatisfaction > 1 and Age <= 32 [Confidence: 86.20%]\n\n    \u00b7 2.14%: OverTime = No and 1 < TotalWorkingYears <= 33  and 2142 < MonthlyIncome <= 11309  and StockOptionLevel > 0 and YearsAtCompany <= 1 and EnvironmentSatisfaction > 1 [Confidence: 84.54%]\n\n    \u00b7 2.03%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 11309 and StockOptionLevel <= 0 and JobSatisfaction <= 1 and RelationshipSatisfaction > 3 and DistanceFromHome <= 28 [Confidence: 83.89%]\n\n    \u00b7 2.03%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 11309 and StockOptionLevel <= 0 and JobSatisfaction > 1 and EnvironmentSatisfaction > 1 and Age > 45 and DailyRate > 693 [Confidence: 83.89%]\n\n    \u00b7 1.93%: OverTime = No and TotalWorkingYears <= 1 and BusinessTravel != Travel_Frequently and MaritalStatus != Single and DistanceFromHome <= 15 [Confidence: 83.18%]\n\n    \u00b7 1.93%: OverTime = No and 2 < TotalWorkingYears <= 33  and MonthlyIncome <= 3847 and StockOptionLevel > 0 and YearsAtCompany > 1 and EmployeeNumber > 519 and JobRole != Research Scientist and Age <= 43 and DailyRate <= 1391 and MaritalStatus = Married and JobSatisfaction <= 3 [Confidence: 83.18%]\n\n    \u00b7 1.93%: OverTime = No and 1 < TotalWorkingYears <= 33  and MonthlyIncome <= 11309 and StockOptionLevel > 0 and YearsAtCompany > 1 and EmployeeNumber > 519 and JobRole != Research Scientist and Age > 43 and MonthlyRate > 16081 [Confidence: 83.18%]\n\n    \u00b7 1.83%: OverTime = Yes and 5855 < MonthlyIncome <= 19680  and JobRole != Sales Executive and JobSatisfaction <= 3 and Education > 1 and HourlyRate <= 96 and 35 < Age <= 57  and EmployeeNumber <= 837 [Confidence: 82.41%]\n\n    \u00b7 1.83%: OverTime = Yes and MonthlyIncome > 3819 and JobRole = Sales Executive and DistanceFromHome <= 11 and MaritalStatus != Divorced and MonthlyRate <= 25405 and RelationshipSatisfaction > 2 and YearsAtCompany > 0 [Confidence: 82.41%]\n\n    \u00b7 1.63%: OverTime = Yes and MonthlyIncome > 3819 and JobRole = Sales Executive and DistanceFromHome <= 11 and MaritalStatus = Divorced [Confidence: 80.64%]\n\n    \u00b7 1.42%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 11309 and StockOptionLevel <= 0 and 1 < JobSatisfaction <= 3  and EnvironmentSatisfaction > 1 and Age <= 32 and PercentSalaryHike <= 17 and BusinessTravel != Travel_Frequently and YearsAtCompany > 2 and RelationshipSatisfaction <= 3 [Confidence: 78.47%]\n\n    \u00b7 1.22%: OverTime = Yes and MonthlyIncome <= 3819 and StockOptionLevel > 0 and Age > 26 and MonthlyRate > 10148 and DailyRate > 1091 and NumCompaniesWorked <= 8 [Confidence: 75.75%]\n\n    \u00b7 1.02%: OverTime = Yes and MonthlyIncome <= 3819 and StockOptionLevel > 0 and Age > 26 and MonthlyRate <= 10148 [Confidence: 72.25%]\n\n    \u00b7 0.92%: OverTime = Yes and MonthlyIncome <= 3819 and StockOptionLevel <= 0 and EmployeeNumber > 1264 and YearsWithCurrManager > 0 and JobSatisfaction > 2 and DailyRate > 251 [Confidence: 70.08%]\n\n    \u00b7 0.92%: OverTime = Yes and MonthlyIncome > 3819 and JobRole = Sales Executive and 11 < DistanceFromHome <= 23  and YearsSinceLastPromotion <= 1 and RelationshipSatisfaction > 2 and DailyRate > 315 [Confidence: 70.08%]\n\n    \u00b7 0.92%: OverTime = No and TotalWorkingYears <= 1 and BusinessTravel != Travel_Frequently and MaritalStatus = Single and JobRole = Research Scientist and Education > 1 and DailyRate > 227 [Confidence: 70.08%]\n\n    \u00b7 0.92%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 11309 and StockOptionLevel <= 0 and JobSatisfaction <= 1 and RelationshipSatisfaction <= 3 and NumCompaniesWorked <= 1 and EducationField != Technical Degree and Age <= 35 [Confidence: 70.08%]\n\n    \u00b7 0.92%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 11309 and StockOptionLevel <= 0 and 1 < JobSatisfaction <= 3  and EnvironmentSatisfaction > 1 and Age <= 32 and PercentSalaryHike > 17 [Confidence: 70.08%]\n\n    \u00b7 0.92%: OverTime = No and 2 < TotalWorkingYears <= 33  and 3847 < MonthlyIncome <= 11309  and StockOptionLevel > 0 and YearsAtCompany > 1 and EmployeeNumber > 519 and JobRole != Research Scientist or Laboratory Technician and Age <= 43 and DailyRate <= 1391 and MaritalStatus = Married and JobSatisfaction <= 3 and RelationshipSatisfaction <= 1 and PercentSalaryHike > 13 [Confidence: 70.08%]\n\n    \u00b7 0.81%: OverTime = No and 1 < TotalWorkingYears <= 33  and MonthlyIncome <= 11309 and StockOptionLevel > 0 and YearsAtCompany > 1 and EmployeeNumber > 519 and JobRole != Research Scientist and 28 < Age <= 43  and DailyRate > 1391 [Confidence: 67.56%]\n\n    \u00b7 0.71%: OverTime = Yes and MonthlyIncome <= 3819 and 0 < StockOptionLevel <= 2  and Age > 26 and MonthlyRate > 10148 and DailyRate <= 1091 and Education <= 2 [Confidence: 64.57%]\n\n    \u00b7 0.61%: OverTime = No and 1 < TotalWorkingYears <= 33  and 10492 < MonthlyIncome <= 11309  and StockOptionLevel > 0 and YearsAtCompany > 1 and EmployeeNumber > 519 and JobRole != Research Scientist and Age > 43 and MonthlyRate <= 16081 [Confidence: 60.97%]\n\n    \u00b7 0.51%: OverTime = Yes and MonthlyIncome <= 3819 and StockOptionLevel <= 0 and EmployeeNumber <= 1264 and JobRole = Research Scientist and NumCompaniesWorked <= 3 and YearsInCurrentRole > 1 and DailyRate > 665 [Confidence: 56.55%]\n\n    \u00b7 0.51%: OverTime = Yes and 3819 < MonthlyIncome <= 5008  and JobRole = Sales Executive and DistanceFromHome <= 11 and MaritalStatus != Divorced and MonthlyRate <= 25405 and RelationshipSatisfaction <= 2 [Confidence: 56.55%]\n\n    \u00b7 0.51%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 11309 and StockOptionLevel <= 0 and JobSatisfaction <= 1 and RelationshipSatisfaction <= 3 and NumCompaniesWorked > 1 and DistanceFromHome <= 8 and MonthlyRate > 17232 [Confidence: 56.55%]\n\n    \u00b7 0.51%: OverTime = No and 1 < TotalWorkingYears <= 33  and 2142 < MonthlyIncome <= 11309  and StockOptionLevel > 0 and YearsAtCompany <= 1 and EnvironmentSatisfaction <= 1 and DistanceFromHome <= 6 [Confidence: 56.55%]\n\n    \u00b7 0.41%: OverTime = Yes and MonthlyIncome <= 3819 and StockOptionLevel > 0 and Age <= 26 and HourlyRate > 58 and TotalWorkingYears <= 5 [Confidence: 51.01%]\n\n    \u00b7 0.41%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 10248 and StockOptionLevel <= 0 and JobSatisfaction > 1 and EnvironmentSatisfaction <= 1 and YearsWithCurrManager > 0 and BusinessTravel = Travel_Frequently and PercentSalaryHike <= 17 [Confidence: 51.01%]\n\n    \u00b7 0.41%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 11309 and StockOptionLevel <= 0 and JobSatisfaction > 1 and EnvironmentSatisfaction > 1 and Age > 45 and DailyRate <= 693 and EducationField = Life Sciences [Confidence: 51.01%]\n\n    \u00b7 0.41%: OverTime = No and 1 < TotalWorkingYears <= 33  and MonthlyIncome <= 10492 and StockOptionLevel > 0 and 1 < YearsAtCompany <= 5  and EmployeeNumber > 519 and JobRole != Research Scientist and Age > 43 and MonthlyRate <= 16081 [Confidence: 51.01%]\n\n    \u00b7 0.31%: OverTime = Yes and MonthlyIncome <= 3819 and StockOptionLevel > 0 and Age > 35 and MonthlyRate > 10148 and DailyRate <= 1091 and Education > 2 and YearsWithCurrManager > 0 [Confidence: 43.85%]\n\n    \u00b7 0.31%: OverTime = Yes and MonthlyIncome > 3819 and JobRole != Sales Executive and JobSatisfaction <= 3 and Education <= 1 and YearsInCurrentRole > 7 [Confidence: 43.85%]\n\n    \u00b7 0.31%: OverTime = No and TotalWorkingYears <= 1 and BusinessTravel != Travel_Frequently and MaritalStatus = Single and JobRole != Research Scientist and YearsAtCompany <= 0 and Education > 2 [Confidence: 43.85%]\n\n    \u00b7 0.31%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 11309 and StockOptionLevel <= 0 and JobSatisfaction <= 1 and RelationshipSatisfaction <= 3 and NumCompaniesWorked <= 1 and EducationField != Technical Degree and Age > 35 and EmployeeNumber <= 960 [Confidence: 43.85%]\n\n    \u00b7 0.31%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 11309 and StockOptionLevel <= 0 and JobSatisfaction > 1 and EnvironmentSatisfaction <= 1 and YearsWithCurrManager <= 0 and TrainingTimesLastYear > 4 [Confidence: 43.85%]\n\n    \u00b7 0.31%: OverTime = No and 2 < TotalWorkingYears <= 33  and 3847 < MonthlyIncome <= 11309  and StockOptionLevel > 0 and YearsAtCompany > 1 and EmployeeNumber > 519 and JobRole != Research Scientist or Laboratory Technician and Age <= 43 and DailyRate <= 1391 and MaritalStatus = Married and JobSatisfaction <= 3 and RelationshipSatisfaction <= 1 and PercentSalaryHike <= 13 and YearsWithCurrManager <= 3 [Confidence: 43.85%]\n\n    \u00b7 0.31%: OverTime = No and 2 < TotalWorkingYears <= 33  and 3847 < MonthlyIncome <= 11309  and StockOptionLevel > 1 and YearsAtCompany > 1 and EmployeeNumber > 519 and JobRole = Laboratory Technician and Age <= 43 and DailyRate <= 1391 and MaritalStatus = Married and JobSatisfaction <= 3 [Confidence: 43.85%]\n\n    \u00b7 0.31%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome > 11309 and JobInvolvement <= 1 and EnvironmentSatisfaction > 1 [Confidence: 43.85%]\n\n    \u00b7 0.20%: OverTime = Yes and MonthlyIncome > 5008 and JobRole = Sales Executive and DistanceFromHome <= 11 and MaritalStatus != Divorced and MonthlyRate <= 25405 and RelationshipSatisfaction <= 2 and YearsWithCurrManager > 7 [Confidence: 34.24%]\n\n    \u00b7 0.20%: OverTime = No and TotalWorkingYears <= 1 and BusinessTravel != Travel_Frequently and MaritalStatus != Single and DistanceFromHome > 15 and WorkLifeBalance > 2 [Confidence: 34.24%]\n\n    \u00b7 0.20%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 11309 and StockOptionLevel <= 0 and JobSatisfaction <= 1 and RelationshipSatisfaction <= 2 and NumCompaniesWorked > 1 and DistanceFromHome <= 8 and MonthlyRate <= 17232 [Confidence: 34.24%]\n\n    \u00b7 0.20%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 11309 and StockOptionLevel <= 0 and 1 < JobSatisfaction <= 3  and EnvironmentSatisfaction > 1 and Age <= 32 and PercentSalaryHike <= 17 and BusinessTravel != Travel_Frequently and YearsAtCompany > 2 and RelationshipSatisfaction > 3 and WorkLifeBalance > 3 [Confidence: 34.24%]\n\n    \u00b7 0.20%: OverTime = No and 1 < TotalWorkingYears <= 33  and 2142 < MonthlyIncome <= 11309  and StockOptionLevel > 0 and YearsAtCompany <= 1 and EnvironmentSatisfaction <= 1 and DistanceFromHome > 6 and HourlyRate <= 68 and NumCompaniesWorked <= 5 [Confidence: 34.24%]\n\n    \u00b7 0.10%: OverTime = Yes and MonthlyIncome <= 3819 and StockOptionLevel <= 0 and EmployeeNumber <= 1264 and JobRole = Research Scientist and NumCompaniesWorked <= 3 and YearsInCurrentRole > 1 and DailyRate <= 665 and HourlyRate <= 44 [Confidence: 20.65%]\n\n    \u00b7 0.10%: OverTime = Yes and MonthlyIncome <= 3819 and StockOptionLevel <= 0 and EmployeeNumber > 1264 and YearsWithCurrManager <= 0 and NumCompaniesWorked > 4 [Confidence: 20.65%]\n\n    \u00b7 0.10%: OverTime = Yes and MonthlyIncome <= 3819 and StockOptionLevel > 0 and Age > 35 and MonthlyRate > 10148 and DailyRate <= 1091 and Education > 2 and YearsWithCurrManager <= 0 and HourlyRate > 80 [Confidence: 20.65%]\n\n    \u00b7 0.10%: OverTime = Yes and MonthlyIncome > 3819 and JobRole != Sales Executive and JobSatisfaction <= 3 and Education <= 1 and YearsInCurrentRole <= 7 and WorkLifeBalance <= 2 [Confidence: 20.65%]\n\n    \u00b7 0.10%: OverTime = Yes and MonthlyIncome > 5855 and JobRole != Sales Executive and JobSatisfaction <= 3 and Education > 1 and HourlyRate <= 96 and Age > 57 and NumCompaniesWorked <= 5 [Confidence: 20.65%]\n\n    \u00b7 0.10%: OverTime = Yes and MonthlyIncome > 5008 and JobRole = Sales Executive and DistanceFromHome <= 11 and MaritalStatus != Divorced and MonthlyRate <= 25405 and RelationshipSatisfaction <= 2 and YearsWithCurrManager <= 7 and DailyRate <= 200 [Confidence: 20.65%]\n\n    \u00b7 0.10%: OverTime = Yes and MonthlyIncome > 3819 and JobRole = Sales Executive and DistanceFromHome > 11 and YearsSinceLastPromotion > 1 and YearsInCurrentRole > 10 [Confidence: 20.65%]\n\n    \u00b7 0.10%: OverTime = No and TotalWorkingYears <= 1 and BusinessTravel = Travel_Frequently and DailyRate <= 304 [Confidence: 20.65%]\n\n    \u00b7 0.10%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 10248 and StockOptionLevel <= 0 and JobSatisfaction > 1 and EnvironmentSatisfaction <= 1 and YearsWithCurrManager > 0 and BusinessTravel != Travel_Frequently and JobInvolvement <= 1 and NumCompaniesWorked <= 5 [Confidence: 20.65%]\n\n    \u00b7 0.10%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 11309 and StockOptionLevel <= 0 and 1 < JobSatisfaction <= 3  and EnvironmentSatisfaction > 1 and Age <= 32 and PercentSalaryHike <= 17 and BusinessTravel != Travel_Frequently and YearsAtCompany <= 2 and HourlyRate > 76 [Confidence: 20.65%]\n\n    \u00b7 0.10%: OverTime = No and TotalWorkingYears > 1 and 8086 < MonthlyIncome <= 11309  and StockOptionLevel <= 0 and 1 < JobSatisfaction <= 3  and EnvironmentSatisfaction > 1 and Age <= 32 and PercentSalaryHike <= 17 and BusinessTravel = Travel_Frequently [Confidence: 20.65%]\n\n    \u00b7 0.10%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 11309 and StockOptionLevel <= 0 and JobSatisfaction > 1 and EnvironmentSatisfaction > 1 and Age > 45 and DailyRate <= 693 and EducationField != Life Sciences and HourlyRate > 76 [Confidence: 20.65%]\n\n    \u00b7 0.10%: OverTime = No and 2 < TotalWorkingYears <= 33  and 3847 < MonthlyIncome <= 11309  and 0 < StockOptionLevel <= 1  and YearsAtCompany > 1 and EmployeeNumber > 519 and JobRole = Laboratory Technician and Age <= 43 and DailyRate <= 1391 and MaritalStatus = Married and JobSatisfaction <= 3 and HourlyRate <= 76 [Confidence: 20.65%]\n\n    \u00b7 0.10%: OverTime = No and 1 < TotalWorkingYears <= 33  and MonthlyIncome <= 11309 and StockOptionLevel > 0 and YearsAtCompany > 1 and EmployeeNumber > 519 and JobRole != Research Scientist and Age <= 28 and DailyRate > 1391 and YearsWithCurrManager > 4 [Confidence: 20.65%]\n\n    \u00b7 0.10%: OverTime = No and 1 < TotalWorkingYears <= 33  and MonthlyIncome <= 10492 and StockOptionLevel > 0 and YearsAtCompany > 5 and EmployeeNumber > 519 and JobRole != Research Scientist and Age > 43 and MonthlyRate <= 16081 and YearsWithCurrManager > 8 [Confidence: 20.65%]\n\n\nYes: (data 16.41% / prediction 16.41%) \n    \u00b7 9.84%: OverTime = Yes and MonthlyIncome <= 3819 and StockOptionLevel <= 0 and EmployeeNumber <= 1264 and JobRole != Research Scientist [Confidence: 83.18%]\n\n    \u00b7 5.18%: OverTime = Yes and MonthlyIncome > 3819 and JobRole = Sales Executive and DistanceFromHome > 11 and YearsSinceLastPromotion > 1 and YearsInCurrentRole <= 10 [Confidence: 72.25%]\n\n    \u00b7 4.66%: OverTime = No and TotalWorkingYears <= 1 and BusinessTravel != Travel_Frequently and MaritalStatus = Single and JobRole != Research Scientist and YearsAtCompany > 0 [Confidence: 70.08%]\n\n    \u00b7 4.66%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 11309 and StockOptionLevel <= 0 and JobSatisfaction <= 1 and RelationshipSatisfaction <= 3 and NumCompaniesWorked > 1 and DistanceFromHome > 8 [Confidence: 70.08%]\n\n    \u00b7 4.15%: OverTime = Yes and MonthlyIncome <= 3819 and StockOptionLevel <= 0 and EmployeeNumber <= 1264 and JobRole = Research Scientist and NumCompaniesWorked > 3 [Confidence: 67.56%]\n\n    \u00b7 4.15%: OverTime = No and 1 < TotalWorkingYears <= 33  and MonthlyIncome <= 10492 and StockOptionLevel > 0 and YearsAtCompany > 5 and EmployeeNumber > 519 and JobRole != Research Scientist and Age > 43 and MonthlyRate <= 16081 and YearsWithCurrManager <= 8 [Confidence: 67.56%]\n\n    \u00b7 3.63%: OverTime = Yes and MonthlyIncome <= 3819 and StockOptionLevel > 0 and 26 < Age <= 35  and MonthlyRate > 10148 and DailyRate <= 1091 and Education > 2 [Confidence: 64.57%]\n\n    \u00b7 3.63%: OverTime = Yes and MonthlyIncome > 5008 and JobRole = Sales Executive and DistanceFromHome <= 11 and MaritalStatus != Divorced and MonthlyRate <= 25405 and RelationshipSatisfaction <= 2 and YearsWithCurrManager <= 7 and DailyRate > 200 [Confidence: 64.57%]\n\n    \u00b7 3.63%: OverTime = No and TotalWorkingYears <= 1 and BusinessTravel = Travel_Frequently and DailyRate > 304 [Confidence: 64.57%]\n\n    \u00b7 3.11%: OverTime = Yes and MonthlyIncome <= 3819 and StockOptionLevel > 0 and Age <= 26 and HourlyRate <= 58 [Confidence: 60.97%]\n\n    \u00b7 3.11%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 11309 and StockOptionLevel <= 0 and JobSatisfaction > 1 and EnvironmentSatisfaction <= 1 and YearsWithCurrManager <= 0 and TrainingTimesLastYear <= 4 [Confidence: 60.97%]\n\n    \u00b7 2.59%: OverTime = Yes and MonthlyIncome <= 3819 and StockOptionLevel <= 0 and EmployeeNumber > 1264 and YearsWithCurrManager <= 0 and NumCompaniesWorked <= 4 [Confidence: 56.55%]\n\n    \u00b7 2.59%: OverTime = Yes and MonthlyIncome > 3819 and JobRole != Sales Executive and JobSatisfaction <= 3 and Education <= 1 and YearsInCurrentRole <= 7 and WorkLifeBalance > 2 [Confidence: 56.55%]\n\n    \u00b7 2.59%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 11309 and StockOptionLevel <= 0 and JobSatisfaction <= 1 and 2 < RelationshipSatisfaction <= 3  and NumCompaniesWorked > 1 and DistanceFromHome <= 8 and MonthlyRate <= 17232 [Confidence: 56.55%]\n\n    \u00b7 2.59%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 8086 and StockOptionLevel <= 0 and 1 < JobSatisfaction <= 3  and EnvironmentSatisfaction > 1 and Age <= 32 and PercentSalaryHike <= 17 and BusinessTravel = Travel_Frequently [Confidence: 56.55%]\n\n    \u00b7 2.07%: OverTime = Yes and MonthlyIncome <= 3819 and StockOptionLevel > 0 and Age > 35 and MonthlyRate > 10148 and DailyRate <= 1091 and Education > 2 and YearsWithCurrManager <= 0 and HourlyRate <= 80 [Confidence: 51.01%]\n\n    \u00b7 2.07%: OverTime = Yes and MonthlyIncome > 3819 and JobRole = Sales Executive and DistanceFromHome > 23 and YearsSinceLastPromotion <= 1 [Confidence: 51.01%]\n\n    \u00b7 2.07%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 11309 and StockOptionLevel <= 0 and 1 < JobSatisfaction <= 3  and EnvironmentSatisfaction > 1 and Age <= 32 and PercentSalaryHike <= 17 and BusinessTravel != Travel_Frequently and YearsAtCompany <= 2 and HourlyRate <= 76 [Confidence: 51.01%]\n\n    \u00b7 1.55%: OverTime = Yes and MonthlyIncome <= 3819 and StockOptionLevel <= 0 and EmployeeNumber <= 1264 and JobRole = Research Scientist and NumCompaniesWorked <= 3 and YearsInCurrentRole <= 1 [Confidence: 43.85%]\n\n    \u00b7 1.55%: OverTime = Yes and MonthlyIncome > 5855 and JobRole != Sales Executive and JobSatisfaction <= 3 and Education > 1 and HourlyRate <= 96 and Age <= 35 and EmployeeNumber <= 837 [Confidence: 43.85%]\n\n    \u00b7 1.55%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 10248 and StockOptionLevel <= 0 and JobSatisfaction > 1 and EnvironmentSatisfaction <= 1 and YearsWithCurrManager > 0 and BusinessTravel = Travel_Frequently and PercentSalaryHike > 17 [Confidence: 43.85%]\n\n    \u00b7 1.55%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 11309 and StockOptionLevel <= 0 and JobSatisfaction > 1 and EnvironmentSatisfaction > 1 and Age > 45 and DailyRate <= 693 and EducationField != Life Sciences and HourlyRate <= 76 [Confidence: 43.85%]\n\n    \u00b7 1.55%: OverTime = No and 1 < TotalWorkingYears <= 33  and 2142 < MonthlyIncome <= 11309  and StockOptionLevel > 0 and YearsAtCompany <= 1 and EnvironmentSatisfaction <= 1 and DistanceFromHome > 6 and HourlyRate > 68 [Confidence: 43.85%]\n\n    \u00b7 1.55%: OverTime = No and 2 < TotalWorkingYears <= 33  and 3847 < MonthlyIncome <= 11309  and 0 < StockOptionLevel <= 1  and YearsAtCompany > 1 and EmployeeNumber > 519 and JobRole = Laboratory Technician and Age <= 43 and DailyRate <= 1391 and MaritalStatus = Married and JobSatisfaction <= 3 and HourlyRate > 76 [Confidence: 43.85%]\n\n    \u00b7 1.55%: OverTime = No and 1 < TotalWorkingYears <= 33  and MonthlyIncome <= 11309 and StockOptionLevel > 0 and YearsAtCompany > 1 and EmployeeNumber > 519 and JobRole != Research Scientist and Age <= 28 and DailyRate > 1391 and YearsWithCurrManager <= 4 [Confidence: 43.85%]\n\n    \u00b7 1.04%: OverTime = Yes and MonthlyIncome <= 3819 and StockOptionLevel <= 0 and EmployeeNumber <= 1264 and JobRole = Research Scientist and NumCompaniesWorked <= 3 and YearsInCurrentRole > 1 and DailyRate <= 665 and HourlyRate > 44 [Confidence: 34.24%]\n\n    \u00b7 1.04%: OverTime = Yes and MonthlyIncome <= 3819 and StockOptionLevel <= 0 and EmployeeNumber > 1264 and YearsWithCurrManager > 0 and JobSatisfaction <= 2 [Confidence: 34.24%]\n\n    \u00b7 1.04%: OverTime = Yes and MonthlyIncome <= 3819 and StockOptionLevel > 0 and Age <= 26 and HourlyRate > 58 and TotalWorkingYears > 5 [Confidence: 34.24%]\n\n    \u00b7 1.04%: OverTime = Yes and MonthlyIncome > 5855 and JobRole != Sales Executive and JobSatisfaction <= 3 and Education > 1 and HourlyRate <= 96 and Age > 57 and NumCompaniesWorked > 5 [Confidence: 34.24%]\n\n    \u00b7 1.04%: OverTime = Yes and MonthlyIncome > 3819 and JobRole != Sales Executive and JobSatisfaction <= 3 and Education > 1 and HourlyRate > 96 [Confidence: 34.24%]\n\n    \u00b7 1.04%: OverTime = Yes and MonthlyIncome > 3819 and JobRole = Sales Executive and DistanceFromHome <= 11 and MaritalStatus != Divorced and MonthlyRate > 25405 [Confidence: 34.24%]\n\n    \u00b7 1.04%: OverTime = Yes and MonthlyIncome > 3819 and JobRole = Sales Executive and 11 < DistanceFromHome <= 23  and YearsSinceLastPromotion <= 1 and RelationshipSatisfaction <= 2 [Confidence: 34.24%]\n\n    \u00b7 1.04%: OverTime = No and TotalWorkingYears <= 1 and BusinessTravel != Travel_Frequently and MaritalStatus != Single and DistanceFromHome > 15 and WorkLifeBalance <= 2 [Confidence: 34.24%]\n\n    \u00b7 1.04%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 11309 and StockOptionLevel <= 0 and JobSatisfaction <= 1 and RelationshipSatisfaction <= 3 and NumCompaniesWorked <= 1 and EducationField != Technical Degree and Age > 35 and EmployeeNumber > 960 [Confidence: 34.24%]\n\n    \u00b7 1.04%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 11309 and StockOptionLevel <= 0 and JobSatisfaction <= 1 and RelationshipSatisfaction <= 3 and NumCompaniesWorked <= 1 and EducationField = Technical Degree [Confidence: 34.24%]\n\n    \u00b7 1.04%: OverTime = No and TotalWorkingYears > 1 and 10248 < MonthlyIncome <= 11309  and StockOptionLevel <= 0 and JobSatisfaction > 1 and EnvironmentSatisfaction <= 1 and YearsWithCurrManager > 0 [Confidence: 34.24%]\n\n    \u00b7 1.04%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 11309 and StockOptionLevel <= 0 and 1 < JobSatisfaction <= 3  and EnvironmentSatisfaction > 1 and Age <= 32 and PercentSalaryHike <= 17 and BusinessTravel != Travel_Frequently and YearsAtCompany > 2 and RelationshipSatisfaction > 3 and WorkLifeBalance <= 3 [Confidence: 34.24%]\n\n    \u00b7 1.04%: OverTime = No and 1 < TotalWorkingYears <= 33  and MonthlyIncome <= 2142 and StockOptionLevel > 0 and YearsAtCompany <= 1 [Confidence: 34.24%]\n\n    \u00b7 1.04%: OverTime = No and 2 < TotalWorkingYears <= 33  and 3847 < MonthlyIncome <= 11309  and StockOptionLevel > 0 and YearsAtCompany > 1 and EmployeeNumber > 519 and JobRole != Research Scientist or Laboratory Technician and Age <= 43 and DailyRate <= 1391 and MaritalStatus = Married and JobSatisfaction <= 3 and RelationshipSatisfaction <= 1 and PercentSalaryHike <= 13 and YearsWithCurrManager > 3 [Confidence: 34.24%]\n\n    \u00b7 1.04%: OverTime = No and TotalWorkingYears > 33 and MonthlyIncome <= 11309 and StockOptionLevel > 0 [Confidence: 34.24%]\n\n    \u00b7 0.52%: OverTime = Yes and MonthlyIncome <= 3819 and StockOptionLevel <= 0 and EmployeeNumber > 1264 and YearsWithCurrManager > 0 and JobSatisfaction > 2 and DailyRate <= 251 [Confidence: 20.65%]\n\n    \u00b7 0.52%: OverTime = Yes and MonthlyIncome <= 3819 and StockOptionLevel > 2 and Age > 26 and MonthlyRate > 10148 and DailyRate <= 1091 and Education <= 2 [Confidence: 20.65%]\n\n    \u00b7 0.52%: OverTime = Yes and MonthlyIncome <= 3819 and StockOptionLevel > 0 and Age > 26 and MonthlyRate > 10148 and DailyRate > 1091 and NumCompaniesWorked > 8 [Confidence: 20.65%]\n\n    \u00b7 0.52%: OverTime = Yes and MonthlyIncome > 19680 and JobRole != Sales Executive and JobSatisfaction <= 3 and Education > 1 and HourlyRate <= 96 and 35 < Age <= 57  and EmployeeNumber <= 837 [Confidence: 20.65%]\n\n    \u00b7 0.52%: OverTime = Yes and MonthlyIncome > 3819 and JobRole = Sales Executive and DistanceFromHome <= 11 and MaritalStatus != Divorced and MonthlyRate <= 25405 and RelationshipSatisfaction > 2 and YearsAtCompany <= 0 [Confidence: 20.65%]\n\n    \u00b7 0.52%: OverTime = Yes and MonthlyIncome > 3819 and JobRole = Sales Executive and 11 < DistanceFromHome <= 23  and YearsSinceLastPromotion <= 1 and RelationshipSatisfaction > 2 and DailyRate <= 315 [Confidence: 20.65%]\n\n    \u00b7 0.52%: OverTime = No and TotalWorkingYears <= 1 and BusinessTravel != Travel_Frequently and MaritalStatus = Single and JobRole != Research Scientist and YearsAtCompany <= 0 and Education <= 2 [Confidence: 20.65%]\n\n    \u00b7 0.52%: OverTime = No and TotalWorkingYears <= 1 and BusinessTravel != Travel_Frequently and MaritalStatus = Single and JobRole = Research Scientist and Education <= 1 [Confidence: 20.65%]\n\n    \u00b7 0.52%: OverTime = No and TotalWorkingYears <= 1 and BusinessTravel != Travel_Frequently and MaritalStatus = Single and JobRole = Research Scientist and Education > 1 and DailyRate <= 227 [Confidence: 20.65%]\n\n    \u00b7 0.52%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 11309 and StockOptionLevel <= 0 and JobSatisfaction <= 1 and RelationshipSatisfaction > 3 and DistanceFromHome > 28 [Confidence: 20.65%]\n\n    \u00b7 0.52%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome <= 10248 and StockOptionLevel <= 0 and JobSatisfaction > 1 and EnvironmentSatisfaction <= 1 and YearsWithCurrManager > 0 and BusinessTravel != Travel_Frequently and JobInvolvement <= 1 and NumCompaniesWorked > 5 [Confidence: 20.65%]\n\n    \u00b7 0.52%: OverTime = No and 1 < TotalWorkingYears <= 33  and 2142 < MonthlyIncome <= 11309  and StockOptionLevel > 0 and YearsAtCompany <= 1 and EnvironmentSatisfaction <= 1 and DistanceFromHome > 6 and HourlyRate <= 68 and NumCompaniesWorked > 5 [Confidence: 20.65%]\n\n    \u00b7 0.52%: OverTime = No and 1 < TotalWorkingYears <= 2  and MonthlyIncome <= 11309 and StockOptionLevel > 0 and YearsAtCompany > 1 and EmployeeNumber > 519 and JobRole != Research Scientist and Age <= 43 and DailyRate <= 1391 and MaritalStatus = Married and JobSatisfaction <= 3 [Confidence: 20.65%]\n\n    \u00b7 0.52%: OverTime = No and TotalWorkingYears > 1 and MonthlyIncome > 11309 and JobInvolvement <= 1 and EnvironmentSatisfaction <= 1 [Confidence: 20.65%]\n</code></pre>"}