Ali-CCP

该数据集是由阿里巴巴提供的点击与转化预测数据集，其中训练集包含超过4200万个样本，测试集包含超过4300万个样本，这些样本都带有点击和购买行为的序列标签。此外，训练集中有10%的样本被保留作为验证集。该数据集的规模宏大，训练样本超过4200万，测试样本超过4300万，其任务是对点击和转化进行预测。

This is a click and conversion prediction dataset provided by Alibaba. The training set consists of more than 42 million samples, and the test set contains over 43 million samples. All samples from both the training and test sets are annotated with sequence labels for click and purchase behaviors. Additionally, 10% of the samples from the training set are reserved as the validation set. Boasting a substantial scale with over 42 million training samples and over 43 million test samples, the core task of this dataset is to predict clicks and conversions.

搜集汇总

背景与挑战

背景概述

Ali-CCP数据集是阿里巴巴提供的淘宝推荐系统日志数据，包含用户点击和转化行为记录，适用于推荐系统相关研究。数据集分为训练集和测试集，包含多维度特征信息，如用户特征、商品特征等，可用于点击率和转化率预测任务。