EEG-Based Emotion Classification Using Stacking Ensemble Approach

EEG-Based Emotion Classification Using Stacking Ensemble Approach

Rapid advancements in the medical field have drawn much attention to automatic emotion classification from EEG data. People’s emotional states are crucial factors in how they behave and interact physiologically. The diagnosis of patients’ mental disorders is one potential medical use. When feeling w...

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Bibliographic Details
Main Authors: Subhajit Chatterjee, Yung-Cheol Byun
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Sensors
Subjects:
deep learning
emotion classification
EEG data
stacking ensemble classifier
random forest
lightGBM
Online Access:https://www.mdpi.com/1424-8220/22/21/8550

Internet

https://www.mdpi.com/1424-8220/22/21/8550

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