/Diabetes_feature_engineering

Diabetes_feacture_engineering

Primary LanguagePythonMIT LicenseMIT

DIABETES FEATURE ENGINEERING

image

DATASET STORY

It is part of a large data set held at the National Institutes of Diabetes-Digestive-Kidney Diseases in the US. Pima Indian women aged 21 and over living in Phoenix, the 5th largest city in the U.S. State of Arizona data used for diabetes research

The target variable is specified as "outcome"; 1 indicates positive diabetes test result and 0 indicates negative

VARIABLES

  • Pregnancies - Number of pregnancies
  • Glucose - 2-hour plasma glucose concentration in oral glucose tolerance test
  • Blood Pressure -(Small Deception) (mm Hg)
  • SkinThickness
  • Insulin -2 hours of serum insulin (mu U/ml)
  • diabeteesPedigreeFunction -Function (2-hour plasma glucose concentration in oral glucose tolerance test)
  • BMI - Body mass index
  • Age - (Year)
  • Outcome - He's got the disease(1)or not(0)