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- W4709571 abstract "Classification operations in a data-mining task are often performed using decision trees. The visual-based approach to decision tree construction has gained increasing popularity. We present StarClass, a new interactive visual classification method. This method maps multi-dimensional data to the visual display using star coordinates, allowing the user to interact with the display to create a decision tree. Preliminary evaluation indicates that this new technique is as effective as state-of-the-art algorithmic classification methods, and more effective than the previous visual-based methods. StarClass also offers additional advantages such as improving the user's understanding of the data.MSC codesvisual data miningclassificationdecision treesinformation visualizationinteractive visualization" @default.
- W4709571 created "2016-06-24" @default.
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- W4709571 date "2003-05-01" @default.
- W4709571 modified "2023-10-10" @default.
- W4709571 title "StarClass: Interactive Visual Classification Using Star Coordinates" @default.
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- W4709571 doi "https://doi.org/10.1137/1.9781611972733.16" @default.
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