1. An online learning method for a decision system having a learning model comprises the following steps: (a) Collecting a plurality of objects during operation of the decision system; (b) Applying an online learning qualifier to the collected plurality of objects to obtain at least one qualified object; (c) Updating the decision system using the at least one qualified object.