Use Case Point Approach Based Software Effort Estimation using Various Support Vector Regression Kernel Methods.
Shashank Mouli SatapathySantanu Kumar RathPublished in: CoRR (2014)
Keyphrases
- support vector regression
- kernel methods
- kernel function
- support vector
- support vector machine
- kernel matrix
- kernel learning
- learning problems
- feature space
- input space
- hybrid model
- support vector classification
- reproducing kernel hilbert space
- support vector machine svm
- regression method
- multiple kernel
- regression model
- kernel pca
- kernel matrices
- optimal parameters
- machine learning
- learning tasks
- high dimensional
- support vectors
- cross validation
- feature selection
- data sets
- kernel ridge regression
- kernel fisher discriminant analysis
- multiple kernel learning
- loss function
- classification accuracy