A comparison of supervised learning techniques in the classification of bat echolocation calls.
David W. ArmitageHolly K. OberPublished in: Ecol. Informatics (2010)
Keyphrases
- supervised learning
- supervised machine learning
- class labels
- decision trees
- training set
- learning problems
- unsupervised learning
- accurate classification
- supervised and unsupervised learning
- supervised classification
- image classification
- pattern classification
- feature vectors
- pattern recognition
- feature extraction
- classification accuracy
- feature selection
- machine learning
- labeled data
- reinforcement learning
- automatic classification
- support vector machine svm
- machine learning methods
- classification scheme
- classification method
- machine learning algorithms
- support vector
- classification models
- statistical learning
- semi supervised learning
- classification rules
- cross validation
- training examples
- training samples
- data sets
- support vector machine
- active learning
- learning algorithm
- neural network