Performance analysis of a Principal Component Analysis ensemble classifier for Emotiv headset P300 spellers.
Amr S. ElsawySeif EldawlatlyMohamed TaherGamal M. AlyPublished in: EMBC (2014)
Keyphrases
- ensemble classifier
- principal component analysis
- ensemble learning
- preprocessing step
- random forest
- ensemble methods
- mining concept drifting data streams
- concept drift
- dimensionality reduction
- face recognition
- support vector machine
- base classifiers
- fusion method
- feature selection
- feature extraction
- classification models
- low dimensional
- feature space
- generalization ability
- feature vectors
- high resolution
- face images
- weak classifiers
- class specific
- computer vision
- machine learning