地球资源数据云——数据资源详情

眼睛状态分类脑电图数据集

发布时间：2026-03-17 14:32:42资源ID：2031257162280767490资源类型：免费

该数据集《Eye State Classification EEG Dataset》主要用于多分类任务，数据形态以时序/信号为主。 题目说明：Predict eye - open state from EEG Neuroheadset data 任务类型：时序/信号多分类。 建议流程：先做去噪和窗口化，再比较树模型与 1D CNN/LSTM 等时序基线。 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：EEG_Eye_State_Classification.csv。 Eye State Classification EEG Dataset All data is from one continuous EEG measurement with the Emotiv EEG Neuroheadset. The duration of the measurement was 117 seconds. The eye state was detected via a camera during the EEG measurement and added later manually to the file after analysing the video frames. Target:

眼睛状态分类脑电图数据集

摘要概览

该数据集《Eye State Classification EEG Dataset》主要用于多分类任务，数据形态以时序/信号为主。 题目说明：Predict eye - open state from EEG Neuroheadset data

任务类型：时序/信号多分类。

建议流程：先做去噪和窗口化，再比较树模型与 1D CNN/LSTM 等时序基线。

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：EEG_Eye_State_Classification.csv。

Eye State Classification EEG Dataset

All data is from one continuous EEG measurement with the Emotiv EEG Neuroheadset.

The duration of the measurement was 117 seconds.

The eye state was detected via a camera during the EEG measurement and added later manually to the file after analysing the video frames.

Target: