Comparing SVM and Random Forest in Patterned Gesture Phase Recognition in Visual Sequences.
Thayanne França da SilvaJosé Everardo Bessa MaiaPublished in: ISDA (2) (2022)
Keyphrases
- random forest
- fold cross validation
- gesture recognition
- hidden markov models
- random forests
- decision trees
- support vector
- support vector machine svm
- hand gestures
- selected features
- ensemble classifier
- recognition rate
- feature set
- recognition accuracy
- pattern recognition
- motion history images
- multi label
- feature importance
- support vector machine
- feature ranking
- ensemble methods
- recognition algorithm
- object recognition
- decision tree learning algorithms
- machine learning
- multi class
- training data
- action recognition
- knn
- feature extraction
- generalization ability
- training set
- learning algorithm
- neural network
- classification algorithm
- base classifiers
- svm classifier
- nearest neighbor
- ensemble learning
- active learning