Load a dataset
Apply filters on the dataset
Split into training and testing
Learn a model (classification) and predict the unseen data
Apply association learning and derive rules
Here is a comma separeted document containing a dataset collected from GapMinder. Download
We will use this dataset to try to predict the category of average income a country will have for 2010, given the income and life expectancy in 2006 and the change from 1996's income and life expectancy. We also have isnformation about the region in which a country belongs.
Finally we want to see which attributes and combination of attributes play a significant role in deciding the output, by using association learning and analysing the resulting associations.