start.main(dataset)
def save_disk(filename, obj):
f = open(directory + filename, 'w')
pickle.dump(obj, f)
f.close()
expert_cost = 100
rloss = 10
total_cost = 100000
runs = 1
(je, adata) = active.experi_money(start.mat, start.rel, start.turk_data, start.turk_data_uncer, runs, (total_cost, 1, expert_cost), stra = 'je', rloss = rloss)
save_disk('je.pkl', je)
(jc, adata) = active.experi_money(start.mat, start.rel, start.turk_data, start.turk_data_uncer, runs, (total_cost, 1, expert_cost), stra = 'jc', rloss = rloss)
save_disk('jc.pkl', jc)
(cde, adata) = active.experi_money(start.mat, start.rel, start.turk_data, start.turk_data_uncer, runs, (total_cost, 1, expert_cost), stra = 'cde', rloss = rloss)
save_disk('cde.pkl', cde)
#(dec5, adata) = active.experi_money(start.mat, start.rel, start.turk_data, start.turk_data_uncer, 5, (100000, 1, expert_cost), stra = 'dec5', rloss = rloss)
#save_disk('dec5.pkl', dec5)
def main(dataset,
expert_cost=100,
rloss=10,
total_cost=100000,
runs=1,
y_len=2500,
suf=""):
expert_cost = int(expert_cost)
rloss = int(rloss)
total_cost = int(total_cost)
runs = int(runs)
#print dataset, expert_cost
directory = 'exp_' + dataset + suf + '/'
os.makedirs(directory)
logging.basicConfig(filename=directory + '/log.log', level=logging.DEBUG)
start.main(dataset)
(je, adata) = active.experi_money(start.mat,
start.rel,
start.turk_data,
start.turk_data_uncer,
runs, (total_cost, 1, expert_cost),
stra='je',
rloss=rloss)
save_disk(directory, 'je.pkl', je)
(jc, adata) = active.experi_money(start.mat,
start.rel,
start.turk_data,
start.turk_data_uncer,
runs, (total_cost, 1, expert_cost),
stra='jc',
rloss=rloss)
save_disk(directory, 'jc.pkl', jc)
(cde, adata) = active.experi_money(start.mat,
start.rel,
start.turk_data,
start.turk_data_uncer,
runs, (total_cost, 1, expert_cost),
stra='cde',
rloss=rloss)
save_disk(directory, 'cde.pkl', cde)
#(dec5, adata) = active.experi_money(start.mat, start.rel, start.turk_data, start.turk_data_uncer, 5, (100000, 1, expert_cost), stra = 'dec5', rloss = rloss)
#save_disk('dec5.pkl', dec5)
(dec5_ip, adata) = active.experi_money(start.mat,
start.rel,
start.turk_data,
start.turk_data_uncer,
runs, (total_cost, 1, expert_cost),
stra='dec5_ip',
rloss=rloss)
save_disk(directory, 'dec5_ip.pkl', dec5_ip)
#PLOT
plot.main(directory, y_len)