Self-adaptive Biometric Classifier Working on the Reduced Dataset.
Piotr PorwikRafal DorozPublished in: HAIS (2014)
Keyphrases
- feature set
- training dataset
- feature selection
- fold cross validation
- k nearest
- training data
- classification algorithm
- decision trees
- training set
- classification method
- support vector
- classifier ensemble
- support vector machine
- benchmark datasets
- biometric identification
- training samples
- biometric data
- feature extraction
- multiple classifiers
- personal identification
- classifier systems
- biometric recognition
- class labels
- linear classifiers
- control parameters
- synthetic datasets
- iris recognition
- neural network
- knn
- feature vectors
- feature space
- face recognition
- machine learning