The Performance of Random Forests in an Operational Setting for Large Area Sclerophyll Forest Classification.
Andrew MellorAndrew HaywoodChristine StoneSimon D. JonesPublished in: Remote. Sens. (2013)
Keyphrases
- random forests
- decision trees
- machine learning algorithms
- tree ensembles
- regression forests
- random forest
- accurate classifiers
- randomized trees
- ensemble methods
- machine learning
- classification and regression trees
- regression problems
- classification accuracy
- text classification
- logistic regression
- supervised learning
- support vector machine svm
- feature selection
- benchmark datasets
- machine learning methods
- pattern recognition
- data mining
- learning algorithm
- support vector
- feature vectors
- evolutionary algorithm
- support vector machine
- loss function
- multi class
- naive bayes
- image classification