Hierachical classification structure based on SVM for volcano seismic events.
Millaray CurilemRicardo SotoFernando HuenupánCésar San-MartínLuis FrancoCarlos CardonaPublished in: LA-CCI (2019)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- classification algorithm
- svm classifier
- classification method
- training set
- svm classification
- classification accuracy
- feature vectors
- improves the classification accuracy
- feature selection
- image classification
- multi class
- machine learning
- high classification accuracy
- decision trees
- generalization ability
- class labels
- pattern recognition
- pattern classification
- multiclass support vector machines
- rule based classifier
- partially supervised
- structured output
- event detection
- feature extraction
- training data
- classification models
- multi class classification
- indoor outdoor
- signal processing
- cross validation
- supervised learning
- train a support vector machine
- model selection
- feature space
- sequential minimal optimization
- multi class svm
- kernel methods
- seismic data
- document classification
- cost sensitive