The impact of high dimensionality on SVM when classifying ERP data - A solution from LDA.
Nguyen Duy DuNguyen Hoang HuyNguyen Xuan HoaiPublished in: SoICT (2015)
Keyphrases
- high dimensionality
- high dimensional data
- data sets
- feature space
- noisy data
- feature selection
- data analysis
- data dimensionality
- original data
- input data
- database
- support vector
- highly correlated
- image data
- feature extraction
- latent dirichlet allocation
- high dimensional spaces
- high dimensional datasets
- small sample size
- high dimensional
- training samples
- support vector machine svm
- face recognition
- neural network
- data quality
- data reduction
- data points