@Override
protected Response serve() {
init();
link = family.defaultLink; // TODO
tweedie_link_power = 1 - tweedie_variance_power; // TODO
_glm = new GLMParams(family, tweedie_variance_power, link, tweedie_link_power);
if (alpha.length > 1) { // grid search
if (destination_key == null) destination_key = Key.make("GLMGridResults_" + Key.make());
if (job_key == null) job_key = Key.make((byte) 0, Key.JOB, H2O.SELF);
;
Job j =
gridSearch(
self(),
destination_key,
_dinfo,
_glm,
lambda,
lambda_search,
alpha,
higher_accuracy,
n_folds);
return GLMGridView.redirect(this, j.dest());
} else {
if (destination_key == null) destination_key = Key.make("GLMModel_" + Key.make());
if (job_key == null) job_key = Key.make("GLM2Job_" + Key.make());
fork();
return GLMProgress.redirect(this, job_key, dest());
}
}
@Override
protected Response serve() {
init();
link = family.defaultLink; // TODO
tweedie_link_power = 1 - tweedie_variance_power; // TODO
Frame fr =
DataInfo.prepareFrame(source, response, ignored_cols, family == Family.binomial, true);
_dinfo = new DataInfo(fr, 1, standardize);
_glm = new GLMParams(family, tweedie_variance_power, link, tweedie_link_power);
if (alpha.length > 1) { // grid search
if (destination_key == null) destination_key = Key.make("GLMGridModel_" + Key.make());
if (job_key == null) job_key = Key.make("GLMGridJob_" + Key.make());
Job j = gridSearch(self(), destination_key, _dinfo, _glm, lambda, alpha, n_folds);
return GLMGridView.redirect(this, j.dest());
} else {
if (destination_key == null) destination_key = Key.make("GLMModel_" + Key.make());
if (job_key == null) job_key = Key.make("GLM2Job_" + Key.make());
fork();
return GLMProgress.redirect(this, job_key, dest());
}
}