地球资源数据云——数据资源详情
在线购物者意图 UCI 机器学习
该数据集《Online Shoppers Intention UCI Machine Learning》主要用于监督学习任务，数据形态以图像为主。 题目说明：Online Shopper Intention Dataset from UCI's Machine Learning Library 任务类型：图像监督学习。 建议流程：先检查类别分布与脏样本，再用迁移学习（如 ResNet/EfficientNet）建立基线。 评估建议：使用分层切分或交叉验证，优先关注 F1、Recall、AUC 等分类指标。 可用文件：online_shoppers_intention.csv。 Data Set Information: The dataset consists of feature vectors belonging to 12,330 sessions. The dataset was formed so that each session would belong to a different user in a 1 - year period to avoid any tendency to a specific campaign, special day, user profile, or period. Dataset Origin: https://archive.ics.uci.edu/ml/datasets/Online+Shoppers+Purchasing+Intention+Dataset Source:
摘要概览
该数据集《Online Shoppers Intention UCI Machine Learning》主要用于监督学习任务，数据形态以图像为主。 题目说明：Online Shopper Intention Dataset from UCI's Machine Learning Library
任务类型：图像监督学习。
建议流程：先检查类别分布与脏样本，再用迁移学习（如 ResNet/EfficientNet）建立基线。
评估建议：使用分层切分或交叉验证，优先关注 F1、Recall、AUC 等分类指标。
可用文件：online_shoppers_intention.csv。
Data Set Information:
The dataset consists of feature vectors belonging to 12,330 sessions. The dataset was formed so that each session would belong to a different user in a 1 - year period to avoid any tendency to a specific campaign, special day, user profile, or period.
Dataset Origin:
https://archive.ics.uci.edu/ml/datasets/Online+Shoppers+Purchasing+Intention+Dataset
Source:
常见问题
在线购物者意图 UCI 机器学习是什么？
该数据集《Online Shoppers Intention UCI Machine Learning》主要用于监督学习任务，数据形态以图像为主。
在线购物者意图 UCI 机器学习是什么数据格式？坐标系是什么？
数据格式为 CSV。
如何获取并引用在线购物者意图 UCI 机器学习？
在本页登录后即可下载。建议引用格式：地球资源数据云. 在线购物者意图 UCI 机器学习. https://www.gis5g.com/dataset/2031261821615640578