This dataset is originally from the National Institute of Diabetes and Digestive and Kidney Diseases. The objective of the dataset is to diagnostically predict whether or not a patient has diabetes, based on certain diagnostic measurements included in the dataset .
Read moreWhat is diabetes pedigree?
DiabetesPedigreeFunction: Diabetes pedigree function (a function which scores likelihood of diabetes based on family history ) Age: Age (years) Outcome: Class variable (0 if non-diabetic, 1 if diabetic)
Read moreWhat is the percentage of diabetes in the Pima TE Data?
The incidence and prevalence of diabetes mellitus were determined in 3733 Pima Indians aged 5 years or over by periodic examinations over a 10-year period. The examinations included modified glucose tolerance tests and medical record review. The age-sex adjusted prevalence rate was 21.1% (SE = 0.7%).
Read moreHow skin thickness is related to diabetes?
Skin thickness (epidermal surface to dermal fat inter- face), which is primarily determined by collagen con- tent, is greater in insulin-dependent diabetes mellitus (IDDM) patients who have been diabetic for >10 yr (11,12). This possibly reflects increased collagen cross- linkage and reduced collagen turnover (2,3).
Read moreWhy is diabetes so important?
Increases the all-cause mortality rate 1.8 times compared to persons without diagnosed diabetes . Increases the risk of heart attack by 1.8 times. Is the leading cause of kidney failure, lower limb amputations, and adult-onset blindness.
Read moreCan skin thickness be zero?
Skin Fold Thickness: For normal people, skin fold thickness can’t be less than 10 mm better yet zero . Total count where value is 0: 227. BMI: Should not be 0 or close to zero unless the person is really underweight which could be life-threatening.
Read moreWhat is the diabetes pedigree function?
DiabetesPedigreeFunction: Diabetes pedigree function (a function which scores likelihood of diabetes based on family history ) Age: Age (years) Outcome: Class variable (0 if non-diabetic, 1 if diabetic)
Read more