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猫下雨了

发布时间：2026-03-17 14:30:33资源ID：2032011645914877954资源类型：免费

该数据集《It's raining cats》主要用于多分类任务，数据形态以表格为主。 题目说明：Animal dataset for classification, regression, clustering, visualization and EDA 任务类型：表格多分类。 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：cat_breeds_clean.csv, cat_breeds_dirty.csv。 This dataset contains ~1000 items with data on 3 different cat breeds (Maine coon, Ragdoll and Angora). It includes information about animal's breed, age, gender, body length, weight, fur colour and pattern, eye colour, sleeping and playing time, country (including latitude and longitude) etc. It can be used for: Machine Learning (e.g. Classification, Regression, Clustering), Exploratory Data Analysis and Data Visualization, Data Cleaning,

猫下雨了

摘要概览

该数据集《It's raining cats》主要用于多分类任务，数据形态以表格为主。 题目说明：Animal dataset for classification, regression, clustering, visualization and EDA

任务类型：表格多分类。

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：cat_breeds_clean.csv, cat_breeds_dirty.csv。

This dataset contains ~1000 items with data on 3 different cat breeds (Maine coon, Ragdoll and Angora). It includes information about animal's breed, age, gender, body length, weight, fur colour and pattern, eye colour, sleeping and playing time, country (including latitude and longitude) etc.

It can be used for:

Machine Learning (e.g. Classification, Regression, Clustering),

Exploratory Data Analysis and Data Visualization,

Data Cleaning,