Performance of random forest and SVM in face recognition.
Emir KremicAbdulhamit SubasiPublished in: Int. Arab J. Inf. Technol. (2016)
Keyphrases
- random forest
- face recognition
- fold cross validation
- support vector
- random forests
- selected features
- support vector machine svm
- decision trees
- feature set
- ensemble classifier
- support vector machine
- feature ranking
- multi label
- feature selection
- ensemble methods
- face images
- feature extraction
- knn
- feature importance
- recognition rate
- training data
- svm classifier
- training set
- principal component analysis
- multi class
- linear discriminant analysis
- ensemble learning
- generalization ability
- machine learning
- facial images
- human faces
- computer vision
- face databases
- face detection
- text classification
- facial expressions
- feature vectors
- cost sensitive
- base classifiers
- kernel function
- active learning
- data mining
- decision tree learning algorithms