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
テキスト分類データセット：テキスト分類用のデータセットで、テキスト分類に使用できる8つのサブデータセットを含み、サンプルサイズは12万から360万、問題のレベル範囲は2レベルから14レベルで、データはDBPedia、Amazon、Yelp、Yahoo!、Sogou、AGから収集されています。
ファイル
グローバルネットワークにアクセスする必要があります。アクセス先：Google Drive
8つのファイルが含まれており、ファイル名とサイズはそれぞれ以下の通りです。
| ag_news_csv.tar.gz | 11MB |
| amazon_review_full_csv.tar.gz | 614MB |
| amazon_review_polarity_csv.tar.gz | 656MB |
| DBPedia_csv.tar.gz | 65MB |
| sogou_news_csv.tar.gz | 366MB |
| yahoo_answers_csv.tar.gz | 187MB |
| yelp_review_polarity_csv.tar.gz | 159MB |
関連論文
1. Joachims T. Transductive Inference for Text Classification using Support Vector Machines[C]// Sixteenth International Conference on Machine Learning. Morgan Kaufmann Publishers Inc. 1999:200 - 209. 2. Joulin A, Grave E, Bojanowski P, et al. Bag of Tricks for Efficient Text Classification[J]. 2016:427 - 431. 3. Zhang Y, Wallace B. A Sensitivity Analysis of (and Practitioners’ Guide to) Convolutional Neural Networks for Sentence Classification[J]. Computer Science, 2015. 4. Ji Y L, Dernoncourt F. Sequential Short - Text Classification with Recurrent and Convolutional Neural Networks[J]. 2016:515 - 520. 5. Chen G, Ye D, Xing Z, et al. Ensemble application of convolutional and recurrent neural networks for multi - label text categorization[C]// International Joint Conference on Neural Networks. IEEE, 2017:2377 - 2383.
The dataset is currently being organized and other channels have been prepared for you. Please use them
The dataset is currently being organized and other channels have been prepared for you. Please use them
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Data usage instructions:
I. Data Source and Display Explanation:
- 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.
II. Ownership Explanation:
- 1. All datasets on this site are copyrighted by their original publishers or data providers.
III. Data Reposting Explanation:
- 1. If you need to repost data from this site, please retain the original data source URL and related copyright notices.
IV. Infringement and Handling Explanation:
- 1. If any data on this site involves infringement, please contact us promptly, and we will arrange for the data to be taken offline.
- 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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