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Gisette

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arXiv2025-09-30 收录
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http://www.nuxeo.com/static/gisette/
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资源简介:
该数据集名为Gisette,主要用于手写数字识别,提供了一场二分类挑战,其核心在于区分两类不同的数字。该数据集由高维向量表示的图像组成,处理这类数据时需要有效的分类技术来应对其稀疏性和高维问题。数据集规模属于中等,大约包含6,000个实例,任务类型为二分类。

This dataset, named Gisette, is designed for handwritten digit recognition and poses a binary classification challenge centered on differentiating between two types of digits. It consists of images represented by high-dimensional vectors, demanding effective classification techniques to address the issues of sparsity and high dimensionality inherent in such data. The dataset has a medium scale, containing approximately 6,000 instances, and the corresponding task is binary classification.
提供机构:
NIPS 2003 Feature Selection Challenge
5,000+
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54 个
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