← 研踪 PaperTrailarXiv:2611.14098 · v1
CUVE: Making Supervised Classification more Accessible through Visualization
首次提交 2026-11-10 21:54
版本更新 2026-11-10 21:54
雷达观测 2026-11-11 13:08
摘要
We present CUVE, an interface that enables people to build classifiers by generating visualizations that are interpretable by both humans and learning algorithms (the Visualization as Intermediate Representation approach). This UI enables users to create supervised classifiers and to visually investigate how to improve them and how they carry out their function. A preliminary study investigates the usability of our prototype and compares it with a traditional text-based programming interface.
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v1 · 2026-11-10 21:54 · 最新观测版本
CUVE: Making Supervised Classification more Accessible through Visualization
We present CUVE, an interface that enables people to build classifiers by generating visualizations that are interpretable by both humans and learning algorithms (the Visualization as Intermediate Representation approach). This UI enables users to create supervised classifiers and to visually investigate how to improve them and how they carry out their function. A preliminary study investigates the usability of our prototype and compares it with a traditional text-based programming interface.
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