Simultaneous modelling of rainfall occurrence and amount using a hierarchical nominal-ordinal support vector classifier.
Javier Sánchez-MonederoSancho Salcedo-SanzPedro Antonio GutiérrezCarlos Casanova-MateoCésar Hervás-MartínezPublished in: Eng. Appl. Artif. Intell. (2014)
Keyphrases
- support vector
- svm classifier
- support vector machine
- feature selection
- hierarchical classification
- training examples
- cross validation
- nominal attributes
- decision function
- classification accuracy
- kernel function
- loss function
- linear classifiers
- logistic regression
- binary classification
- support vector regression
- classification algorithm
- support vectors
- multi class classification
- generalization ability
- kernel methods
- decision trees
- training data
- training set
- maximum margin
- neural network
- margin maximization
- soft margin
- classification process
- text categorization
- data sets
- feature set
- classification method
- image classification
- reduced set
- training samples
- naive bayesian classifier
- large margin classifiers
- hyperplane