Emotion dataset VREED

About dataset

Analysing emotions using VREED dataset.
VREED is a publicly available dataset on Kaggle. Download the dataset using this link - Kaggle .
We are using feature extracted eye tracking data, ecg data and gsr data.

Each modality is analyzed seperately (GSR, EYE, ECG).
GSR+ECG+EYE.ipynb contains analysis of multimodal data.
Visualization.ipynb contains visualization of videos used to collect vreed dataset.

GSR+ECG+EYE	Quad_Cat	Arousal	Valence
Accuracy	70%	90%	74%

Machine learning models like LGBM, LDA, Random Forest, Gradient Boosting Classifier gave better results.

Name		Name	Last commit message	Last commit date
Latest commit History 7 Commits
ECG.ipynb		ECG.ipynb
EYE.ipynb		EYE.ipynb
GSR+ECG+EYE.ipynb		GSR+ECG+EYE.ipynb
GSR.ipynb		GSR.ipynb
README.md		README.md
Visualization.ipynb		Visualization.ipynb