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Depth Explorer - A Software Tool for Analysis of Depth Measures
|Authors:||Hugg, John; Rafalin, Eynat; Souvaine, Diane L.|
We present Depth Explorer, a software tool for examination of depth measures. Depth Explorer was written in C++ and Objective-C. It uses a tree-based data structure to render 2-D statistical distributions and depth-based visualizations specified in XML files. We demonstrate the potential of the tool on several test cases. We present an experimental analysis of the L_1 depth measure that exposes its weaknesses. We use Depth Explorer to evaluate potential improvements to the L_1 depth measure.
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