Prediction Intervals via Support Vector-quantile Regression Random Forest Hybrid.
Vadlamani RaviVadali TejasviramAnurag SharmaRashmi Ranjan KhansamaPublished in: COMPUTE (2017)
Keyphrases
- quantile regression
- random forest
- prediction intervals
- cross validated
- fold cross validation
- support vector
- regression model
- cross validation
- confidence level
- least squares
- travel time
- decision trees
- feature set
- response variable
- prediction error
- linear regression model
- model selection
- logistic regression
- multi label
- feature selection
- probability distribution
- ensemble methods
- support vector machine
- classification accuracy
- kernel function
- ls svm
- log likelihood
- regression methods
- text classification
- loss function
- high dimensional
- semi supervised