Indigenous forest classification in New Zealand - A comparison of classifiers and sensors.
Ning YeJustin MorgenrothCong XuNa ChenPublished in: Int. J. Appl. Earth Obs. Geoinformation (2021)
Keyphrases
- support vector
- classification systems
- classification method
- decision trees
- classification algorithm
- classification accuracy
- classification rate
- svm classifier
- training set
- accurate classification
- rule based classifier
- classification models
- feature set
- multiclass classification
- improves the classification accuracy
- confusion matrices
- training samples
- feature selection
- class labels
- support vector machine svm
- classifier combination
- machine learning algorithms
- multi category
- supervised classification
- classification process
- naive bayes
- pattern recognition
- classification decisions
- data stream classification
- support vector machine
- accurate classifiers
- decision tree classifiers
- final classification
- higher classification accuracy
- classification procedure
- decision boundary
- extracted features
- machine learning methods
- training data
- machine learning
- correctly classified
- multi class
- text classification
- multiple classifiers
- feature vectors
- nearest neighbor classifier
- majority voting
- discriminative classifiers
- data fusion
- k nearest neighbour
- binary classifiers
- sufficient training data
- mobile phone
- information and communication technologies
- probabilistic classifiers
- cost sensitive
- image classification
- sensor networks
- support vector machine classifiers
- discriminant functions
- imbalanced data sets
- nearest neighbour
- combining classifiers
- associative classifiers