地球资源数据云——数据资源详情

南瓜种子数据集

发布时间：2026-03-17 14:32:09资源ID：2031261937319710721资源类型：免费

该数据集《Pumpkin Seeds Dataset》主要用于二分类任务，数据形态以表格为主，应用场景偏向农业场景。 题目说明：Pumpkin Seeds Dataset 任务类型：表格二分类。 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：未检测到标准 CSV，可优先查看目录中的索引或说明文件。 DATASET: https://www.muratkoklu.com/datasets/ Citation Request : KOKLU, M., SARIGIL, S., & OZBEK, O. (2021). The use of machine learning methods in classification of pumpkin seeds (Cucurbita pepo L.). Genetic Resources and Crop Evolution, 68(7), 2713 - 2726. Doi: https://doi.org/10.1007/s10722 - 021 - 01226 - 0 https://link.springer.com/article/10.1007/s10722 - 021 - 01226 - 0 https://link.springer.com/content/pdf/10.1007/s10722 - 021 - 01226 - 0.pdf Abstract: Pumpkin seeds are frequently consumed as confection worldwide because of their adequate amount of protein, fat, carbohydrate, and mineral contents. This study was carried out on the two most important and quality types of pumpkin seeds, ‘‘Urgup_Sivrisi’’ and ‘‘Cercevelik’’, generally grown in Urgup and Karacaoren regions in Turkey. However, morphological measurements of 2500 pumpkin seeds of both varieties were made possible by using the gray and binary forms of threshold techniques.

南瓜种子数据集

摘要概览

该数据集《Pumpkin Seeds Dataset》主要用于二分类任务，数据形态以表格为主，应用场景偏向农业场景。 题目说明：Pumpkin Seeds Dataset

任务类型：表格二分类。

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：未检测到标准 CSV，可优先查看目录中的索引或说明文件。

DATASET: https://www.muratkoklu.com/datasets/

Citation Request : KOKLU, M., SARIGIL, S., & OZBEK, O. (2021). The use of machine learning methods in classification of pumpkin seeds (Cucurbita pepo L.). Genetic Resources and Crop Evolution, 68(7), 2713 - 2726. Doi: https://doi.org/10.1007/s10722 - 021 - 01226 - 0

https://link.springer.com/article/10.1007/s10722 - 021 - 01226 - 0 https://link.springer.com/content/pdf/10.1007/s10722 - 021 - 01226 - 0.pdf

Abstract: Pumpkin seeds are frequently consumed as confection worldwide because of their adequate amount of protein, fat, carbohydrate, and mineral contents. This study was carried out on the two most important and quality types of pumpkin seeds, ‘‘Urgup_Sivrisi’’ and ‘‘Cercevelik’’, generally grown in Urgup and Karacaoren regions in Turkey.

However, morphological measurements of 2500 pumpkin seeds of both varieties were made possible by using the gray and binary forms of threshold techniques.