Eager Learning - What is eager learning in data mining?

Eager learning is a machine learning technique used in data mining that involves training the learning algorithm on the whole dataset all at once, rather than waiting to start learning until fresh data instances are received. If the dataset is small or the training procedure can be run quickly, this technique is usually used.