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Microsoft Azure Machine Learning by Sumit Mund

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Classifying diabetes or not

The Pima Indians Diabetes Binary Classification dataset module is present as a sample dataset in ML Studio. It contains all of the data of female patients of the same age belonging to Pima Indian heritage. The data includes medical data, such as glucose and insulin levels, as well as lifestyle factors of the patients. The columns in the dataset are as follows:

  • Number of times pregnant
  • Plasma glucose concentration of 2 hours in an oral glucose tolerance test
  • Diastolic blood pressure (mm Hg)
  • Triceps skin fold thickness (mm)
  • 2-hour serum insulin (mu U/ml)
  • Body mass index (weight in kg/(height in m)^2)
  • Diabetes pedigree function
  • Age (years)
  • Class variable (0 or 1)

The last column is the target variable or class variable that takes ...

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