Characteristics of the preprocessed UCI diabetes dataset used in the experiments
| Dataset | Description | Features | # Positive class observations (diabetic) | # Negative class observations (non-diabetic) |
|---|---|---|---|---|
| UCI | From 1999-2008 clinical care outcomes of male (30922) and female (34917) patients, Caucasian, Asian, African American, Hispanic and other races, between 0-100 years old (on average [50-60) years), from 130 US hospitals | Categorical – age, race | 51,034 (77.5%) | 14,805 (22.5%) |
| Binary – alcohol consumption, blood pressure, blurred vision, cholesterol, gender, heart disease, obesity, pregnancy and uric acid |
| Dataset | Description | Features | # Positive class observations (diabetic) | # Negative class observations (non-diabetic) |
|---|---|---|---|---|
| UCI | From 1999-2008 clinical care outcomes of male (30922) and female (34917) patients, Caucasian, Asian, African American, Hispanic and other races, between 0-100 years old (on average [50-60) years), from 130 US hospitals | 51,034 (77.5%) | 14,805 (22.5%) | |
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