def do_logreg_submissions(do_confirmatory=True,
do_heldout=True,
do_screening=True):
compute_submissions(prefix='logreg',
dest_dir=MALARIA_LOGREGS_EXPERIMENT_ROOT,
deployers=logreg_deployers,
molids_provider=logreg_molids,
y_provider=logreg_y,
do_confirmatory=do_confirmatory,
do_heldout=do_heldout,
do_screening=do_screening)
def do_trees_submissions(do_confirmatory=True,
do_heldout=True,
do_screening=True):
compute_submissions(prefix='trees',
dest_dir=MALARIA_TREES_EXPERIMENT_ROOT,
deployers=trees_deployers,
molids_provider=trees_molids,
y_provider=trees_y,
do_confirmatory=do_confirmatory,
do_heldout=do_heldout,
do_screening=do_screening)
info('Submissions computed!')
def submit(no_confirmatory=False,
no_heldout=False,
no_screening=False,
with_bug=False,
confirmatory_top=500,
scr_top=1000):
compute_submissions(prefix=malaria_logreg_file_prefix(with_bug=with_bug),
dest_dir=MALARIA_LOGREGS_EXPERIMENT_ROOT,
deployers=partial(logreg_deployers, with_bug=with_bug),
molids_provider=logreg_molids,
y_provider=logreg_y,
do_confirmatory=not no_confirmatory,
do_heldout=not no_heldout,
do_screening=not no_screening,
confirmatory_top=confirmatory_top,
scr_top=scr_top)
