Classification of Smoking Cessation Status Using Various Data Mining Methods
AMS Subj. Classification: 62P10, 62H30, 68T01 This study examines different approaches of binary classification applied to the prob- lem of making distinction between former and current smokers. Prediction is based on data collected in national survey performed by the National center for health statistics of America in 2000. The process consists of two essential parts. The first one determines which attributes are relevant to smokers status, by using methods like basic genetic algorithm...