Forgetting and Compacting data in Concept Learning
نویسندگان
چکیده
We investigate some conditions for data to be discarded, independently of the chosen concept learning algorithm or concept representation language. Then an algorithm for discarding data is presented in the framework of Iterative Versionspaces, which is a depth-first algorithm computing versionspaces as introduced by Mitchell. We update the datastructures used in the Iterative Versionspaces algorithm, while preserving its most important properties.
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تاریخ انتشار 1995