Prediction of exchange rates using averaging intrinsic mode function and multiclass support vector regression.
Bhusana PremanodeJumlong VongprasertChristofer ToumazouPublished in: Artif. Intell. Res. (2013)
Keyphrases
- multi class
- support vector regression
- support vector machine
- exchange rate
- regression model
- multiclass problems
- kernel function
- multiclass classification
- prediction accuracy
- hybrid model
- support vector
- cost sensitive
- support vector machine svm
- binary classification
- feature selection
- multiple classes
- kernel learning
- prediction model
- neural network
- multiclass support vector machines
- training data
- decision trees
- pairwise
- multiclass learning
- base classifiers
- dynamic programming
- text mining
- binary classifiers
- long term
- pattern recognition
- piecewise linear
- perceptron algorithm
- error correcting output codes
- stock price
- currency exchange