Skip to main content

Table 3 The percentage of participants classified as current or former smokers by exposure or potential harm classification models who had cardiovascular or respiratory diseases

From: Binary classification of users of electronic cigarettes and smokeless tobacco through biomarkers to assess similarity with current and former smokers: machine learning applied to the population assessment of tobacco and health study

 

Predicted by exposure classification model

Predicted by potential harm classification model

 

Current smoker

Former smoker

Current smoker

Former smoker

Cardiovascular disease

9.9%

6.4%

10.9%

6.3%

Respiratory diseases

19.4%

16.7%

22.2%

14.2%