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infinite-dataset-hub/AdultSocioeconomicClass

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Hugging Face2024-12-12 更新2024-12-14 收录
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https://hf-mirror.com/datasets/infinite-dataset-hub/AdultSocioeconomicClass
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资源简介:
AdultSocioeconomicClass数据集设计用于分类任务,旨在根据个人和就业特征识别社会经济阶层。数据集包含六个与个人社会经济地位相关的特征:年龄、工作类别、关系、教育、婚姻状况和职业。分类标签包括Upper-Middle、Middle、Working-Class和Lower-Middle,这些标签代表了广泛的社会经济阶层。数据集的多样性确保了训练出的模型能够在不同人口群体中具有良好的泛化能力。

The AdultSocioeconomicClass dataset is designed for classification purposes, aiming to identify socioeconomic classes based on various personal and employment characteristics. The dataset includes six features that are commonly associated with an individuals socioeconomic status: age, workclass, relationship, education, marital status, and occupation. The labels for classification are Upper-Middle, Middle, Working-Class, and Lower-Middle. These labels represent broad socioeconomic classes. The diversity of the dataset ensures that the model trained on this data will be robust and able to generalize well across different demographic groups.
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