地球资源数据云——数据资源详情

跆拳道技术分类

发布时间:2026-03-17 14:32:29资源ID:2031260246780317698资源类型:免费

该数据集《Taekwondo Techniques Classification》主要用于多分类任务,数据形态以文本为主。 题目说明:Can you determine technique type & intensity of a Taekwondo impact? 任务类型:文本多分类。 建议流程:先做文本清洗与分词,再比较 TF - IDF+线性模型 与 预训练语言模型。 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:Table1.csv, Taekwondo_Technique_Classification_Stats.csv。 Context: This dataset contains information obtained from an impact sensor within a Taekwondo chest protector. Participants were asked to perform various Taekwondo techniques on this chest protector for analysis of sensor readings. Content: Data was obtained from 6 participants performing 4 different Taekwondo techniques – Roundhouse/Round Kick, Back Kick, Cut Kick & Punch. Participant details are summarized in Table 1. The table is organized in ascending order according to participant weight/experience level. In the file 'Taekwondo_Technique_Classification_Stats.csv’, the data is organized as follows. The rows display:

跆拳道技术分类

摘要概览

该数据集《Taekwondo Techniques Classification》主要用于多分类任务,数据形态以文本为主。 题目说明:Can you determine technique type & intensity of a Taekwondo impact?

任务类型:文本多分类。

建议流程:先做文本清洗与分词,再比较 TF - IDF+线性模型 与 预训练语言模型。

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:Table1.csv, Taekwondo_Technique_Classification_Stats.csv。

Context:

This dataset contains information obtained from an impact sensor within a Taekwondo chest protector. Participants were asked to perform various Taekwondo techniques on this chest protector for analysis of sensor readings.

Content:

Data was obtained from 6 participants performing 4 different Taekwondo techniques – Roundhouse/Round Kick, Back Kick, Cut Kick & Punch. Participant details are summarized in Table 1. The table is organized in ascending order according to participant weight/experience level.

In the file 'Taekwondo_Technique_Classification_Stats.csv’, the data is organized as follows. The rows display: