Super Learner Prediction
Prediction wrapper for SL.biglasso
Prediction for SL.glm
Prediction for an SL.glmnet object
Prediction for SL.kernelKnn
Prediction for SL.ksvm
Prediction wrapper for SL.lda
Prediction for SL.lm
Prediction wrapper for SL.qda
Prediction wrapper for ranger random forests
Prediction for SL.speedglm
Prediction for SL.speedlm
XGBoost prediction on new data
Predict method for SuperLearner object
Recombine a CV.SuperLearner fit using a new metalearning method
Recombine a SuperLearner fit using a new metalearning method
Super Learner Prediction Function
Wrapper for bartMachine learner
Factory for learner wrappers
Factory for XGBoost SL wrappers
Function to get V-fold cross-validated risk estimate for super learner
Generate list of row numbers for each fold in the cross-validation
list all wrapper functions in SuperLearner
Graphical display of the V-fold CV risk estimates
bartMachine prediction
SL wrapper for biglasso
cforest (party)
Wrapper for glm
Elastic net regression, including lasso and ridge
SL wrapper for KernelKNN
Wrapper for Kernlab's SVM algorithm
SL wrapper for MASS:lda
Wrapper for lm
SL wrapper for MASS:qda
SL wrapper for ranger
Wrapper for speedglm
Wrapper for speedlm
XGBoost SuperLearner wrapper
Summary Function for Cross-Validated Super Learner
Control parameters for the SuperLearner
Control parameters for the cross validation steps in SuperLearner
Super Learner Prediction Function
Show the NEWS file for the SuperLearner package
truncated-probabilities logit transformation
Method to estimate the coefficients for the super learner
screening algorithms for SuperLearner
Wrapper functions for prediction algorithms in SuperLearner
Implements the super learner prediction method and contains a library of prediction algorithms to be used in the super learner.