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TabTransformer: Tabular Data Modeling Using Contextual Embeddings #195

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upura opened this issue Dec 16, 2020 · 0 comments
Open

TabTransformer: Tabular Data Modeling Using Contextual Embeddings #195

upura opened this issue Dec 16, 2020 · 0 comments

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@upura
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upura commented Dec 16, 2020

どんなもの?

カテゴリ変数の処理にTransformer層を用いた「TabTransformer」の提案。論文内の実験では、GBDTに匹敵する性能を示している。

論文リンク

https://arxiv.org/abs/2012.06678

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