地球资源数据云——数据资源详情

小麦品种分类

发布时间：2026-03-17 14:32:28资源ID：2031260584337903618资源类型：免费

该数据集《Wheat Variety Classification》主要用于多分类任务，数据形态以表格为主。 题目说明：Classify the variety of wheat kernel based on physical attributes 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：wheat.csv。 Data Set Information: The dataset comprised wheat kernels belonging to three different varieties of wheat: Kama, Rosa and Canadian, 70 elements each. The data set can be used for the tasks of classification and cluster analysis.All of these parameters were real - valued continuous Attribute Information: To construct the data, seven geometric parameters of wheat kernels were measured: 1. area A,

小麦品种分类

摘要概览

该数据集《Wheat Variety Classification》主要用于多分类任务，数据形态以表格为主。 题目说明：Classify the variety of wheat kernel based on physical attributes

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：wheat.csv。

Data Set Information:

The dataset comprised wheat kernels belonging to three different varieties of wheat: Kama, Rosa and Canadian, 70 elements each. The data set can be used for the tasks of classification and cluster analysis.All of these parameters were real - valued continuous

Attribute Information:

To construct the data, seven geometric parameters of wheat kernels were measured:

1. area A,