Data Structure ?
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Data Structure ?
*The above analysis is the result extracted and analyzed by the system, and the specific actual data shall prevail.
README.md
## 問題の説明
このディレクトリには、PFamデータセットに基づいて、タンパク質ドメインの機能を予測するモデルを訓練するためのデータが含まれています。
ドメインはタンパク質の機能的なサブパートです。ImageNetの画像が正確に1つのオブジェクトクラスを含むように事前に分割されているのと同様に、このデータも正確に1つのドメインのみを含むように事前に分割されています。
このデータセットの目的は、PFamシードデータセットを多クラス分類の機械学習タスクとして再構成することです。
タスクは、タンパク質ドメインのアミノ酸配列が与えられた場合に、それがどのクラスに属するかを予測することです。約100万の訓練例と18,000の出力クラスがあります。
## データ構造
このデータについては、論文「Can Deep Learning Classify the Protein Universe」でより詳細に説明されています。
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- 1. The data originates from internet data collection or provided by service providers, and this platform offers users the ability to view and browse datasets.
- 2. This platform serves only as a basic information display for datasets, including but not limited to image, text, video, and audio file types.
- 3. Basic dataset information comes from the original data source or the information provided by the data provider. If there are discrepancies in the dataset description, please refer to the original data source or service provider's address.
- 1. All datasets on this site are copyrighted by their original publishers or data providers.
- 1. If you need to repost data from this site, please retain the original data source URL and related copyright notices.
- 1. If any data on this site involves infringement, please contact us promptly, and we will arrange for the data to be taken offline.
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