Reliable Classification using Compact Support Probabilistic PCA.
Jason ZhangAdrian BarbuPublished in: ICMLA (2023)
Keyphrases
- feature extraction
- principal component analysis
- feature space
- class labels
- support vector
- pattern recognition
- classification scheme
- machine learning
- dimensionality reduction
- classification accuracy
- classification algorithm
- feature vectors
- face recognition
- decision trees
- classification systems
- pattern classification
- principal components analysis
- data sets
- benchmark datasets
- extracting features
- image classification
- feature selection
- preprocessing
- k means
- high dimensionality
- principle component analysis
- nearest neighbor classifier
- bayesian networks
- automatic classification
- classification models
- classification method
- end users
- decision rules
- support vector machine
- machine learning methods
- feature set
- training set
- svm classifier
- dimensionality reduction methods
- face images
- support vector machine svm
- model selection