An Ensemble of Modified Support Vector Regression Models for Data-Driven Prognostics.
Josey MathewPrahlad VadakkepatMing LuoChee Khiang PangPublished in: ETFA (2019)
Keyphrases
- regression model
- data driven
- support vector
- support vector regression
- model selection
- feature selection
- regression analysis
- generalized linear models
- logistic regression
- prediction model
- neural network
- linear model
- regression methods
- ensemble methods
- cross validation
- generalized linear
- classification accuracy
- linear regression model
- kernel function
- multivariate regression
- regression trees
- independent variables
- interval valued data
- random forests
- ensemble learning
- explanatory variables
- generalization ability
- learning algorithm
- regression problems
- target variable
- random forest
- fuzzy logic
- software effort
- machine learning