Files changed (1) hide show
  1. app.py +24 -4
app.py CHANGED
@@ -57,12 +57,32 @@ def humands(Sex,Age,Married,Monthlyincome,TotalWorkingYears,DistanceFromHome,Ove
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  "JobRole_Healthcare Representative" : [0],
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  "EducationField_Human Resources" : [0],
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  "JobRole_Manager" : [0],
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- "JobRole_Research Director" : [0],
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-
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-
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-
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  }
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  )
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  pred = model.predict(df)[0]
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  "JobRole_Healthcare Representative" : [0],
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  "EducationField_Human Resources" : [0],
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  "JobRole_Manager" : [0],
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+ "JobRole_Research Director" : [0],
 
 
 
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  }
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  )
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+
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+ columnas = ['Age', 'DailyRate', 'DistanceFromHome', 'Education',
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+ 'EnvironmentSatisfaction', 'HourlyRate', 'JobInvolvement', 'JobLevel',
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+ 'JobSatisfaction', 'MonthlyIncome', 'MonthlyRate', 'NumCompaniesWorked',
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+ 'PercentSalaryHike', 'PerformanceRating', 'RelationshipSatisfaction',
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+ 'StockOptionLevel', 'TotalWorkingYears', 'TrainingTimesLastYear',
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+ 'WorkLifeBalance', 'YearsAtCompany', 'YearsInCurrentRole',
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+ 'YearsSinceLastPromotion', 'YearsWithCurrManager',
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+ 'BusinessTravel_Non-Travel', 'BusinessTravel_Travel_Frequently',
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+ 'BusinessTravel_Travel_Rarely', 'Department_Human Resources',
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+ 'Department_Research & Development', 'Department_Sales',
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+ 'EducationField_Human Resources', 'EducationField_Life Sciences',
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+ 'EducationField_Marketing', 'EducationField_Medical',
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+ 'EducationField_Other', 'EducationField_Technical Degree',
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+ 'Gender_Female', 'Gender_Male', 'JobRole_Healthcare Representative',
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+ 'JobRole_Human Resources', 'JobRole_Laboratory Technician',
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+ 'JobRole_Manager', 'JobRole_Manufacturing Director',
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+ 'JobRole_Research Director', 'JobRole_Research Scientist',
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+ 'JobRole_Sales Executive', 'JobRole_Sales Representative',
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+ 'MaritalStatus_Divorced', 'MaritalStatus_Married',
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+ 'MaritalStatus_Single', 'OverTime_No', 'OverTime_Yes']
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+
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+ df = df.reindex(columns=columnas)
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  pred = model.predict(df)[0]
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