R: Multi-Task Prediction using Stacking Algorithms

# Multi-Task Prediction using Stacking Algorithms

## Documentation for package ‘MTPS’ version 1.0.2

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package README

## 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