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Table 1 Description of the National Health and Nutrition Examination Survey data set used for the study

From: Application of support vector machine modeling for prediction of common diseases: the case of diabetes and pre-diabetes

Diagnostic category

Definition

N

Classification Scheme I

Classification Scheme II

Diagnosed diabetes

Answered "yes" to question "Have you ever been told by a doctor or health professionals that you had diabetes?"

1,266

Cases

Excluded from analysis

Undiagnosed diabetes

Answered "no" to question "Have you ever been told by a doctor or health professionals that you had diabetes?"

AND

Fasting plasma glucose level ≥ 126 mg/dl

195

Cases

Cases

Pre-diabetes

Fasting plasma glucose level 100-125 mg/dl

1,576

Non-cases

Cases

No diabetes

Fasting plasma glucose level <100 mg/dl

3,277

Non-cases

Non-cases

  1. Notes: Total number of the cases for classification scheme I = 1461
  2. Total number of the non-cases for classification scheme I = 4853
  3. Total number of the cases for classification scheme II = 1709
  4. Total number of the non-cases for classification scheme II = 3206