- measure of impurity - the reduction in entropy resulting from a chosen split - so you want to maximize info gain for each split
difference between entropy between before and after split  infogain(f) = entropy(s1)-entropy(s2) =post-pre split
a measure on how well an attribute will split up the remaining data into disjunct groups