Forecasting river runoff through Support Vector Machines.
Bryan BellBrian WallaceDu ZhangPublished in: ICCI*CC (2012)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- support vector regression
- cross validation
- logistic regression
- flood control
- medium term
- solar radiation
- kernel function
- support vector machine
- feature selection
- generalization bounds
- maximum margin
- short term
- forecasting model
- water quality
- satellite images
- model selection
- svm classifier
- loss function
- soft margin
- prediction model
- grey model
- financial time series
- hyperplane
- data sets
- regression model
- training examples
- multi class
- decision making
- learning algorithm