Haar Random Forest Features and SVM Spatial Matching Kernel for Stonefly Species Identification.
Natalia LariosBilge SoranLinda G. ShapiroGonzalo Martínez-MuñozJunyuan LinThomas G. DietterichPublished in: ICPR (2010)
Keyphrases
- random forest
- feature set
- selected features
- feature space
- kernel function
- feature reduction
- support vector
- feature vectors
- feature selection
- feature importance
- fold cross validation
- random forests
- plant species
- decision trees
- svm classifier
- feature extraction
- support vector machine svm
- classification method
- feature ranking
- classification accuracy
- ensemble classifier
- generalization ability
- ensemble methods
- support vector machine
- training data
- learning algorithm
- neural network
- multiple kernel learning
- decision tree learning algorithms
- ensemble learning
- classification models
- kernel methods
- similarity measure
- computer vision
- genetic algorithm