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README.md
コンテキスト
このデータセットは、当社のAIコースの第2週で使用されます。学生たちはこれを使って構造化データを探索し、KerasやXGBoostなどで使用するためにデータを処理します。
内容
このデータは、[UCI銀行マーケティングデータセット](https://archive.ics.uci.edu/ml/datasets/bank+marketing)のバランスの取れた(かつ処理済みの)バージョンです。
>このデータは、ポルトガルの銀行機関の直接マーケティングキャンペーンに関連しています。マーケティングキャンペーンは電話を基に行われました。多くの場合、同じクライアントに対して複数回の接触が必要で、商品(銀行の定期預金)が申し込まれるか(「はい」)、申し込まれないか(「いいえ」)を判断するためでした。
私たちはデータをダウンサンプリングして、成功率を50%にしました。また、さまざまな機械学習アプローチでよりうまく動作するようにデータを処理しました。
謝辞
UCIの元のデータセットは[こちら](https://archive.ics.uci.edu/ml/datasets/bank+marketing)で見つけることができます。
参照:
[Moro et al., 2014] S. Moro, P. Cortez および P. Rita。銀行の電話マーケティングの成功を予測するデータ駆動型アプローチ。Decision Support Systems, Elsevier, 62:22 - 31, 2014年6月
インスピレーション
このデータセットは当社のAIコースの第2週で使用されます。関連するカーネルを自由に探索してください。
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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.