A comparison of random forest and Adaboost tree in ecosystem classification in east Mojave Desert.
Xin MiaoJill S. HeatonPublished in: Geoinformatics (2010)
Keyphrases
- random forest
- decision trees
- feature set
- random forests
- ensemble classifier
- fold cross validation
- ensemble methods
- rotation forest
- ensemble learning
- cancer classification
- base classifiers
- feature selection
- decision tree learning algorithm
- support vector
- decision tree learning algorithms
- classification accuracy
- training set
- image classification
- majority voting
- machine learning algorithms
- benchmark datasets
- feature vectors
- feature importance
- learning algorithm
- text classification
- training samples
- machine learning
- class labels
- support vector machine
- machine learning methods
- face detection
- classification algorithm
- logistic regression
- naive bayes
- multi class
- feature extraction
- feature subset
- semi supervised
- training data
- computer vision
- genetic algorithm