Multi-Task Prediction using Stacking Algorithms

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Documentation for package ‘MTPS’ version 1.0.2

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

AUC	Area Under Curve
ctn.plot.data	Internal Data Object
cv.MTPS	Evaluation using Cross-Validation
glm1	List Available Base Learners
glmnet.lasso	List Available Base Learners
glmnet.ridge	List Available Base Learners
glmnet1	List Available Base Learners
HIV	HIV Drug Resistance Database
KNN1	List Available Base Learners
lda1	List Available Base Learners
list.learners	List Available Base Learners
lm1	List Available Base Learners
mix.plot.data	Internal Data Object
modify.parameter	Modify Default Parameters For Base Learner
mse.data	Internal Data Object
MTPS	Fit Models using Revised Stacking Algorithm
multiFit	Fit models on multiple outcomes
pred.mix.rs	Internal Data Object
pred.prs.std	Internal Data Object
predict.MTPS	Make predictions from a "MTPS" model
predict.multiFit	Make predictions for multiple outcomes
qda1	List Available Base Learners
rpart1	List Available Base Learners
svm1	List Available Base Learners
XX	HIV Drug Resistance Database
y.test.bin	Internal Data Object
y.test.mix	Internal Data Object
YY	HIV Drug Resistance Database