YAILS belongs to the attribute-based family of learning programs. It is an incremental rule learning system capable of dealing with numerical attributes and unknown information (unknown attribute values or missing attribute information). YAILS search procedure is bi-directional including both specialisation and generalisation operators.
This section gives some details on the search mechanisms of YAILS as well as on the treatment of uncertainty.