Adaptable Boundary Sets

This paper proposes adaptable boundary sets as a new version-space representation. It is shown that adaptable boundary sets can be adjusted to a version-space representation between boundary sets [5, 6, 7] and instance-based boundary sets [11, 12, 13]. This allows the choice of proper version-space representations to be realised dynamically during the learning phase.

• Type: Journal
• Year: 2002
• Where: AMAI
• Authors: Evgueni N. Smirnov, H. Jaap van den Herik, Ida G. Sprinkhuizen-Kuyper
• Keywords: Adaptable Boundary Sets, AMAI 2002, Artificial Intelligence, Instance-based Boundary, Version-space Representations