Automatic habitat classification using image analysis and random forest.
Mercedes TorresGuoping QiuPublished in: Ecol. Informatics (2014)
Keyphrases
- random forest
- decision trees
- image analysis
- feature set
- statistical classification
- fold cross validation
- random forests
- pattern recognition
- classification accuracy
- cancer classification
- feature importance
- image classification
- ensemble classifier
- support vector machine svm
- multi label
- ensemble methods
- classification models
- decision tree learning algorithms
- machine learning algorithms
- computer vision
- machine learning
- support vector
- feature space
- text classification
- feature vectors
- unsupervised learning
- feature selection
- training set
- classification algorithm
- high dimensional
- supervised learning
- logistic regression
- bayesian networks
- image processing
- class labels
- decision tree learning algorithm
- naive bayes