Map activity recognition dataset
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Unzip <b>Map_Data</b> at the same level as the <i><b>M</b></i><i><b>ap.ipynb</b></i> file.Data description: include only the feature set after eye movement and EEG preprocessing(1) All feature sets (entire trial/time window) are named: <i>ET+EEG_features_xxx.xlsx.</i>(2) The results of the comparison of different classifiers and feature selection methods are named: <i>diff_clf(fs)_result.xlsx</i>.(3) The best model results obtained from each hyper parameter tuning are in the subfolder: <i>Map_Data/Wholetrial(TimeWindow)/</i><b>Please note that we have not disclosed all raw ET and EEG data given the volume of raw data and concerns about the privacy of participants. Please contact the authors at their email address for further enquiries.</b>
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figshare创建时间：
2023-07-30
