Animal Sound Classification using Sequential Classifiers.
Javier RomeroAmalia LuqueAlejandro CarrascoPublished in: BIOSIGNALS (2017)
Keyphrases
- classification method
- support vector
- classification algorithm
- classification systems
- svm classifier
- feature selection
- decision trees
- classification models
- feature set
- classification rate
- support vector machine
- supervised classification
- training samples
- accurate classification
- improves the classification accuracy
- classification process
- classification accuracy
- training data
- classification decisions
- multi category
- training set
- decision boundary
- machine learning methods
- class labels
- probabilistic classifiers
- image classification
- classification schemes
- rule based classifier
- k nearest neighbour
- pattern classification
- classifier combination
- feature extraction
- high classification accuracy
- majority voting
- multiclass classification
- discriminant functions
- final classification
- machine learning
- feature vectors
- support vector machine svm
- pattern recognition
- support vector machine classifiers
- binary classifiers
- classifier ensemble
- machine learning algorithms
- imbalanced data sets
- optimum path forest
- correctly classified
- multiple classifier systems
- supervised learning
- roc analysis
- multi class
- associative classifiers
- ensemble classifier
- combining classifiers
- individual classifiers
- nearest neighbor classifier
- classification trees
- extracted features
- cost sensitive
- feature space
- naive bayes
- text classification
- active learning
- knn