Habitat reporting of a heathland site: Classification probabilities as additional information, a case study.
Koen HufkensGuy ThoonenJeroen Vanden BorrePaul ScheundersReinhart CeulemansPublished in: Ecol. Informatics (2010)
Keyphrases
- classification scheme
- decision trees
- pattern recognition
- machine learning
- classification systems
- classification accuracy
- data mining
- classification process
- automatic classification
- image classification
- feature vectors
- feature selection
- data analysis
- support vector machine
- feature extraction
- unsupervised learning
- training samples
- support vector
- machine learning algorithms
- classification models
- pattern classification
- neural network
- training set
- class imbalance
- conditional probabilities
- classification algorithm
- support vector machine svm
- supervised learning
- nearest neighbor
- knn
- preprocessing