Classification of Echolocation Calls from 14 Species of Bat by Support Vector Machines and Ensembles of Neural Networks.
Robert D. RedgwellJoseph M. SzewczakGareth JonesStuart ParsonsPublished in: Algorithms (2009)
Keyphrases
- support vector
- neural network
- learning machines
- classification accuracy
- pattern recognition
- support vector machine
- large margin classifiers
- feature selection
- generalization ability
- decision trees
- svm classifier
- multi class classification
- kernel methods
- cross validation
- logistic regression
- machine learning
- classification method
- training process
- model selection
- artificial neural networks
- genetic algorithm
- image classification
- radial basis function
- pattern classification
- training examples
- support vector machine svm
- feature extraction
- multi layer perceptron
- feature space
- binary classification
- training algorithm
- ensemble classifier
- neural network ensemble
- rule extraction
- soft margin
- fuzzy decision trees
- kernel function
- learning algorithm
- random forests
- training set
- classification models
- back propagation
- benchmark datasets