run.group.lasso: Run group lasso for peaks

Description Usage Arguments Value See Also

Description

Using the spams toolbox to run group lasso at regularization parameters selected using group.lasso.eval.parameters

Usage

1
2
run.group.lasso(train.features, train.labels, test.features, test.labels,
  groups, lambda1, lambda2, no.cores = 1)

Arguments

train.features

Training feature matrix

train.labels

Training labels (Should be +1/-1)

test.features

Test feature matrix

test.labels

Test labels (Should be +1/-1)

groups

Feature assignment to groups. Each feature should belong to exactly one cluster.

lambda2

L2 regularization parameter

no.cores

Number of cores for parallel processing

lambad1

L1 regularization parameter

Value

List of results containing w, test.preds, aucs

See Also

run.group.lasso


ManuSetty/SeqGL documentation built on May 7, 2019, 2:46 p.m.