## -----------------------------------------------------------------------
## setting the different libraries to use when 'flavor' is "superLearning"
## -----------------------------------------------------------------------
## SL.library <- c("SL.glm", "SL.randomForest", "SL.gam", "SL.svm", "SL.DSA", "SL.glmnet");
## SL.library <- c("SL.glm", "SL.randomForest", "SL.gam", "SL.svm", "SL.glmnet");
## SL.library <- c("SL.glm", "SL.randomForest", "SL.gam", "SL.svm", "SL.DSA")
## SL.library <- c("SL.glm", "SL.randomForest", "SL.gam", "SL.glmnet");
## SL.library <- c("SL.glm", "SL.randomForest", "SL.gam", "SL.svm")
SL.library <- c("SL.glm", "SL.randomForest", "SL.gam")
library(SuperLearner)
library(randomForest)
library(polspline)
## library(e1071)
## library(DSA)
## library(glmnet)
learnTheta.library <- c("SL.glm.theta", "SL.polymars", SL.library);
learnG.library <- c("SL.glm.g", SL.library);
learnMuAux.library <- c(SL.library);
learnDevG.library <- c(SL.library)
learnDevMu.library <- c(SL.library)
learnDevTheta.library <- c(SL.library)
learnCondExpXYgivenW.library <- c("SL.glm.condExpXYgivenW", SL.library)
learnCondExpX2givenW.library <- c("SL.glm.condExpX2givenW", SL.library)
### List of default libraries of algorithms to use in \code{tmle.npvi} when \code{flavor} is set to "superLearning".
superLearningLib <- list(learnCondExpX2givenW=learnCondExpX2givenW.library,
learnCondExpXYgivenW=learnCondExpXYgivenW.library,
learnDevG=learnDevG.library,
learnDevMu=learnDevMu.library,
learnDevTheta=learnDevTheta.library,
learnG=learnG.library,
learnMuAux=learnMuAux.library,
learnTheta=learnTheta.library)
rm(learnTheta.library,
learnG.library,
learnMuAux.library,
learnDevTheta.library,
learnDevG.library,
learnDevMu.library,
learnCondExpXYgivenW.library,
learnCondExpX2givenW.library,
SL.library)
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.