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Criteo CTR数据

kaggle

https://www.kaggle.com/c/criteo-display-ad-challenge

Data fields

Label - Target variable that indicates if an ad was clicked (1) or not (0). I1-I13 - A total of 13 columns of integer features (mostly count features). C1-C26 - A total of 26 columns of categorical features. The values of these features have been hashed onto 32 bits for anonymization purposes.

数据集划分

  • train 90%的训练数据
  • val 10%的训练数据
  • test 全部的测试数据

mini文件

分别取训练集、测试集、验证集前10000条数据组成。原始的数据太大了，大家可以跑我上传的这三个小文件。每个文件都包含10000条样本，特征都处理好了。 想要完整数据的私信我吧

Reference

  1. 特征处理参考：https://github.com/PaddlePaddle/models/blob/develop/deep_fm/preprocess.py