make_folds_multi {sparselink} | R Documentation |
Create folds for multi-task and transfer learning
Description
Create folds for multi-task and transfer learning
Usage
make_folds_multi(y, family, nfolds = 10)
make_folds_trans(y, family, nfolds = 10)
Arguments
y |
multi-task learning:
y matrix with |
family |
character |
nfolds |
integer between 2 and |
Value
Returns the fold identifiers in a vector of length n
with entries 1,\ldots
,nfolds
(multi-task learning) on in a list of q
vectors of lengths n_1,\ldots,n_q
(transfer learning).
Examples
#--- multi-task learning ---
family <- "binomial"
y <- sim_data_multi(family=family)$y_train
fold <- make_folds_multi(y=y,family=family)
#--- transfer learning ---
family <- "binomial"
y <- sim_data_trans(family=family)$y_train
fold <- make_folds_trans(y,family=family)
[Package sparselink version 1.0.0 Index]