地球资源数据云——数据资源详情
一级方程式数据集
该数据集《Formula 1 Dataset》主要用于监督学习任务，数据形态以表格为主，应用场景偏向安全检测。 题目说明：Drive your education further! 任务类型：表格监督学习。 建议流程：先做缺失值/异常值处理与特征编码，再比较逻辑回归、随机森林、XGBoost。 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：circuits.csv, constructors.csv, driverGrid.csv 等 4 个文件。 Welcome to the Formula 1 dataset! This page includes a Formula 1 dataset that has been scraped from two main sources. The first source is the Formula 1 website, and the second source is data.world. Both sources are highly reliable, and the data from these sites have been used as part of Kaggle competitions in the past. Four csv files named circuits, constructors, drivers and driverGrid are available on this page. The data can be used for a range of beneficial outcomes, such as exploratory data analysis, back - end database building or for creating an application. I wish you all the best in your learning journey!
摘要概览
该数据集《Formula 1 Dataset》主要用于监督学习任务，数据形态以表格为主，应用场景偏向安全检测。 题目说明：Drive your education further!
任务类型：表格监督学习。
建议流程：先做缺失值/异常值处理与特征编码，再比较逻辑回归、随机森林、XGBoost。
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：circuits.csv, constructors.csv, driverGrid.csv 等 4 个文件。
Welcome to the Formula 1 dataset!
This page includes a Formula 1 dataset that has been scraped from two main sources. The first source is the Formula 1 website, and the second source is data.world. Both sources are highly reliable, and the data from these sites have been used as part of Kaggle competitions in the past.
Four csv files named circuits, constructors, drivers and driverGrid are available on this page. The data can be used for a range of beneficial outcomes, such as exploratory data analysis, back - end database building or for creating an application.
I wish you all the best in your learning journey!