Files in ecpolley/SuperLearner

Super Learner Prediction

R/CV.SuperLearner.R R/CVFolds.R R/SL.bartMachine.R R/SL.bayesglm.R R/SL.biglasso.R R/SL.caret.R R/SL.cforest.R R/SL.earth.R R/SL.gam.R R/SL.gbm.R R/SL.glm.R R/SL.glmnet.R R/SL.ipredbagg.R R/SL.kernelKnn.R R/SL.knn.R R/SL.ksvm.R R/SL.lda.R R/SL.leekasso.R R/SL.lm.R R/SL.loess.R R/SL.logreg.R R/SL.mean.R R/SL.nnet.R R/SL.nnls.R R/SL.polymars.R R/SL.qda.R R/SL.randomForest.R R/SL.ranger.R R/SL.ridge.R R/SL.rpart.R R/SL.rpartPrune.R R/SL.speedglm.R R/SL.speedlm.R R/SL.step.R R/SL.svm.R R/SL.template.R R/SL.xgboost.R R/SampleSplitSuperLearner.R R/SuperLearner.R R/SuperLearnerNews.R R/control.R R/create.Learner.R R/internals.R R/listWrapper.R R/mcSuperLearner.R R/method.R R/plot.CV.SuperLearner.R R/predict.SuperLearner.R R/print.SuperLearner.R R/recombine.R R/screen.SIS.R R/screen.corP.R R/screen.corRank.R R/screen.glmnet.R R/screen.randomForest.R R/screen.template.R R/screen.ttest.R R/snowSuperLearner.R R/summary.CV.SuperLearner.R R/trimLogit.R R/zzz.R README.md man/CV.SuperLearner.Rd man/CVFolds.Rd man/SL.bartMachine.Rd man/SL.biglasso.Rd man/SL.cforest.Rd man/SL.glm.Rd man/SL.glmnet.Rd man/SL.kernelKnn.Rd man/SL.ksvm.Rd man/SL.lda.Rd man/SL.lm.Rd man/SL.qda.Rd man/SL.ranger.Rd man/SL.speedglm.Rd man/SL.speedlm.Rd man/SL.xgboost.Rd man/SampleSplitSuperLearner.Rd man/SuperLearner.CV.control.Rd man/SuperLearner.Rd man/SuperLearner.control.Rd man/SuperLearnerNews.Rd man/create.Learner.Rd man/create.SL.xgboost.Rd man/listWrappers.Rd man/plot.CV.SuperLearner.Rd man/predict.SL.bartMachine.Rd man/predict.SL.biglasso.Rd man/predict.SL.glm.Rd man/predict.SL.glmnet.Rd man/predict.SL.kernelKnn.Rd man/predict.SL.ksvm.Rd man/predict.SL.lda.Rd man/predict.SL.lm.Rd man/predict.SL.qda.Rd man/predict.SL.ranger.Rd man/predict.SL.speedglm.Rd man/predict.SL.speedlm.Rd man/predict.SL.xgboost.Rd man/predict.superlearner.Rd man/recombineCVSL.Rd man/recombineSL.Rd man/summary.CV.SuperLearner.Rd man/trimLogit.Rd man/write.SL.template.Rd man/write.method.template.Rd man/write.screen.template.Rd tests/cran/revdep.R tests/testthat.R tests/testthat/test-SampleSplitSuperLearner.R tests/testthat/test-SuperLearner.R tests/testthat/test-XGBoost.R tests/testthat/test-bartMachine.R tests/testthat/test-biglasso.R tests/testthat/test-cforest.R tests/testthat/test-createLearner.R tests/testthat/test-glm.R tests/testthat/test-glmnet.R tests/testthat/test-kernelKnn.R tests/testthat/test-knn.R tests/testthat/test-ksvm.R tests/testthat/test-lda.R tests/testthat/test-lm.R tests/testthat/test-methodCCLS.R tests/testthat/test-methodCCnloglik.R tests/testthat/test-methods.R tests/testthat/test-qda.R tests/testthat/test-randomForest.R tests/testthat/test-ranger.R tests/testthat/test-speedglm.R tests/testthat/test-speedlm.R tests/testthat/test-summaryCVSuperLearner.R vignettes/Guide-to-SuperLearner.Rmd vignettes/SuperLearnerR.pdf