Data Structure ?
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Data Structure ?
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README.md
文脈
[LANL地震予測](https://www.kaggle.com/c/LANL-Earthquake-Prediction)チャレンジのトレーニングデータはかなり大きい。与えられたCSVファイルからデータを読み込むのに約2分かかり、特徴量の作成は言うまでもない。ここでは、生データと事前に計算された特徴量（[](https://bitbucket.org/broett/lanl)による）について、より高速なファイル読み込み方法がある。
内容
以下のものがあります。
- `train_acoustic.npy`：音響トレーニングデータ
- `train_ttf.npy`：破壊までの時間のトレーニングデータ
- `features_all.hdf5`：事前に計算された特徴量で、[](https://bitbucket.org/broett/lanl)を使用して作成されたもの
- `features.hdf5`：上記と同様ですが、いくつかの特徴量は除外されています。なぜなら、それらは他の特徴量と高度に相関している（r2 ~ 1）ためです。
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- 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.
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