A algorithm hybrid model of Bayesian for detection performance in unhealthy lifestyle

This study was conducted to see the trend of diseases caused by unhealthy lifestyles in underserved communities and coastal villages around Gresik and Tuban by using a hybrid algorithm through the Bayesian Network structure construction. The purpose of this study is to produce a software model that is able to detect early disease risk propensity lagging rural and coastal communities who have an unhealthy lifestyle in the form of construction of structures and produces a probability value with disease. The validity of that people have a tendency to smoke will experience disease Tuberculosis, Bronchitis or Lung Cancer through the test system is 75% to 95%.