Automatic Feature Evaluator (AFE)

AFE is a statistical software application that demonstrates how data with different, missing, and corrupted attributes can be assembled into a decision-making process. It provides clustering (the groupings of measurements, each representing some object), classification (the subsequent evolution of the set of clusters as new data comes in and are assigned to clusters), and maintenance (the routine and non-routine analysis of the cluster space to detect and correct problems) capabilities.