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Nowadays, the Internet offers data to anyone at any time. Websites on the Internet have been warehousing data for many years ago, i.e., for 10 years and more. In the meantime, many websites have became obsolete. This means they no longer have owner because of either they have no-one to maintain them or they have become unavailable for indexing by spiders that retrieves information about documents...
Hoeffding's bound (HB) has been widely used for node splitting in incremental decision tree algorithms. Many decision-tree algorithms adopt a sliding-window technique to detect concept drift when mining changing data streams. This paper presents a novel node-splitting approach that replaces the traditional HB with a new measure. The new measure is derived from a loss function applied in a cache-based...
Set the date range to filter the displayed results. You can set a starting date, ending date or both. You can enter the dates manually or choose them from the calendar.