Urbanization has been one of major issues in Indonesia, especially in big cities like
Jakarta. Bogor as the supporting area of Jakarta has been affected by this urbanization. It
did not only impact in increasing population, but it did also affect the carrying capacity of the
environment. This research studied urban growth of Bogor, using logistic regression model.
The model involve several driving factors that can be used to predict future impact of
urbanization. The results indicate that the logistic regression model for urban growth in
Bogor shows that R2 = 0.18, which means that the model is relatively good. In this research
ROC has been produced is 0.8429, which means the logistic regression model of urban
growth of Bogor can be estimated well.