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سند علمی

Denali: A tool for visualizing scalar functions as landscape metaphors

Justin Eldridge, Mikhail Belkin, Yusu Wang

چکیده

Many sources of data in machine learning, such as probability distributions and cost functions, can be summarized by extracting tree-like structures. These trees, however, are often large enough so as to be difficult to visualize with traditional methods. In this paper, we present denali, an interactive interface with novel features for visualizing landscape metaphor representations of trees, allowing for the intuitive exploration of large and complex data sets. Our software and additional examples of its usage can be found at http://denali.cse.ohio-state.edu.

اسناد مشابه

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