WebJan 24, 2010 · The Pima Indians are an interesting anthropology experiment because they represent an isolated gene pool. ... Then exercise: I was diagnosed with diabetes at age 50. My father was 65. I think we have the same genetic propensity. He was a labor intensive construction worker. I sit at a desk. The same can apply to the two groups of Indians. 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. Several constraints were placed on the selection of these … See more The datasets consists of several medical predictor variables and one target variable, Outcome. Predictor variables includes the number of … See more Smith, J.W., Everhart, J.E., Dickson, W.C., Knowler, W.C., & Johannes, R.S. (1988). Using the ADAP learning algorithm to forecast the onset of … See more Can you build a machine learning model to accurately predict whether or not the patients in the dataset have diabetes or not? See more
Pima Indians Diabetes - EDA & Prediction (0.906) Kaggle
WebMay 1, 2004 · Pima Indians with type 2 diabetes are metabolically characterized by obesity, insulin resistance, insulin secretory dysfunction, and increased rates of endogenous glucose production, which are the clinical characteristics that define this disease across most populations . Therefore, it is likely that the major metabolic pathways that determine ... WebApr 14, 2024 · Purpose International Diabetes Federation (IDF) stated that 382 million people are living with diabetes worldwide. Over the last few years, the impact of diabetes has been increased drastically, which makes it a global threat. At present, Diabetes has steadily been listed in the top position as a major cause of death. The number of affected … flying service
Pima Indians Diabetes Analysis. 1.0 Introduction - Medium
WebJul 15, 2024 · According to studies published in this study, it has been deemed that the Pima Indian population was suffering from type 2 diabetes. We conducted data analysis … WebMar 24, 2024 · The Pima Indian Diabetes dataset consisting of Pima Indian females 21 years and older is a popular benchmark dataset . This group is also significant to members of underrepresented minority or indigenous groups. The features of the dataset comprise measures that do not require extensive testing. In emergency situations and patient self … WebNov 18, 2015 · Given the low degree of admixture and high heritability of type 2 diabetes in the Pima Indians (), the population should also represent a honeypot for genetic … flying serpents in bible