Assessment of k-Nearest Neighbor and Random Forest Classifiers for Mapping Forest Fire Areas in Central Portugal Using Landsat-8, Sentinel-2, and Terra Imagery.
Admilson da Penha PachecoJuarez Antonio da Silva JuniorAntonio M. Ruiz-ArmenterosRenato HenriquesPublished in: Remote. Sens. (2021)
Keyphrases
- random forest
- k nearest neighbor
- knn
- feature set
- decision trees
- fold cross validation
- rotation forest
- knn classifier
- feature reduction
- classification algorithm
- ensemble classifier
- ensemble learning
- thematic mapper
- nearest neighbor
- k nearest neighbour
- random forests
- classification method
- feature selection
- ensemble methods
- majority voting
- text categorization
- support vector machine
- nearest neighbour
- binary classification tasks
- multi label
- naive bayes
- training data
- neural network
- text classification
- support vector
- support vector machine svm
- training set
- base classifiers
- nearest neighbor classification
- learning algorithm
- svm classifier
- classification accuracy
- high resolution
- image processing
- concept drift
- kernel function
- training examples
- classification models
- class labels
- machine learning algorithms
- training samples
- artificial neural networks
- bayesian networks
- computer vision