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Chapter 1: Overview This report contains information on how to use the Instance-based Learning tool (IBLtool). The document is written to explain the IBLtool to beginners in modeling techniques as well as to advanced users of modeling and instance-based learning. Chapter 2 serves as a short introduction to the tool, the theory behind it, and the goals of this tool. Chapter 3 contains an overview of the tool and its interface. Chapter 4 takes the Modeler through the steps necessary to create a working model from the beginning to end. Chapter 5 describes the protocol necessary to connect a task to the tool. 3