def lfw_view2_final_get_mix(host='honeybadger.rowland.org',
dbname='final_random',
A=100):
trials = MongoTrials(
'mongo://%s:44556/%s/jobs' % (host, dbname),
exp_key=exp_keys['random'],
refresh=True)
return trials
bandit = MultiBandit()
simple_mix = SimpleMixture(trials, bandit)
simple_mix_trials = simple_mix.mix_trials(int(A))
ada_mix = AdaboostMixture(trials, bandit)
ada_mix_trials = ada_mix.mix_trials(int(A))
return simple_mix_trials, ada_mix_trials