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Attribute Coefficient Std. Coefficient Std. Error z-Value p-Value work_type = Private -4.780 -2.366 61.137 -0.078 0.938 work_type = Self-emp... -4.421 -1.622 61.137 -0.072 0.942 work_type

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Attribute Coefficient Std. Coefficient Std. Error z-Value p-Value work_type = Private -4.780 -2.366 61.137 -0.078 0.938 work_type = Self-emp... -4.421 -1.622 61.137 -0.072 0.942 work_type = Govt_job -4.417 -1.469 61.137 -0.072 0.942 work_type = children -5.691 -1.952 61.143 -0.093 0.926 Residence_type = Ur... 0.011 0.006 0. 180 0.062 0.950 smoking_status = for... -0. 124 -0.047 0.231 -0.537 0.591 smoking_status = nev... 0.071 0.034 0.219 0.325 0.745 age -0.073 -1.652 0.008 -9.672 0 hypertension -0.438 -0. 124 0.218 -2.010 0.044 heart disease -0.471 -0. 104 0.244 -1.929 0.054 avg_glucose_level -0.002 -0.084 0.002 -1.190 0.234 bmi -0.014 -0.111 0.014 -1.024 0.306 Intercept 12.888 4.212 61.137 0.211 0.833PerformanceVector PerformanceVector: accuracy : 95 . 59% ConfusionMatrix : True : O O 1 : 0 0 : 65 1408 sensitivity: 0.00% (positive class: 1) ConfusionMatrix : True : 0 1 0 : 1408 65 1 : 0 0 specificity: 100.00% (positive class: 1) ConfusionMatrix : True : 0 1 0 : 1408 65 1 : 0 0

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