Multimodal AutoML Benchmark
收藏arXiv2021-11-04 更新2024-08-06 收录
下载链接：
http://arxiv.org/abs/2111.02705v1
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资源简介：
该数据集包含18个多模态数据表，每个数据表都包含一些文本字段，并源自真实的商业应用。这些数据集在样本大小、问题类型（分类和回归任务的混合）、特征数量（文本列的数量从1到28不等）以及预测信号在文本与数值/分类特征之间的分解方式上存在显著差异。
This dataset contains 18 multimodal tabular datasets, each including multiple text fields and originating from real-world commercial applications. These datasets exhibit significant differences across multiple dimensions: sample size, task types (a mix of classification and regression tasks), number of features (with the count of text columns ranging from 1 to 28), and the decomposition pattern of predictive signals between text and numerical/categorical features.
创建时间：
2021-11-04
