UAV-based classification of maritime Antarctic vegetation types using GEOBIA and random forest.
Maria E. SotilleUlisses F. BremerGonçalo VieiraLuiz F. VelhoCarina PetschJeffrey D. AugerJefferson C. SimõesPublished in: Ecol. Informatics (2022)
Keyphrases
- random forest
- decision trees
- feature set
- fold cross validation
- random forests
- cancer classification
- decision tree learning algorithms
- classification accuracy
- ensemble classifier
- image classification
- support vector
- feature vectors
- text classification
- support vector machine svm
- ensemble learning
- machine learning algorithms
- training set
- machine learning methods
- ensemble methods
- classification models
- support vector machine
- feature selection
- base classifiers
- multi label
- svm classifier
- benchmark datasets
- feature importance
- class labels
- generalization ability
- remote sensing
- data sets
- naive bayes
- machine learning