Abstract-Carbon plays important role in the environment for climate change. Carbon cycle is essential to life on earth but it is recognized as one of the most dominating gas among greenhouse gases Countries emit carbon from various sources which is necessary development. Each year a rank given to each country based on human development index which does not include carbon emissions. This paper uses classification algorithms to categorize countries to predicting the level of development and to find the best performing algorithm.