def run():
s = 4
k = 1
m = 100
l = 3
c = 0.2
generator = SyntheticDataGenerator(s, k, m, l, c)
with open('data/s=%d,k=%d,m=%d,l=%d,c=%2f.txt' % (s, k, m, l, c),
'w') as f:
# for n in xrange(10, 61, 5):
for n in [50]:
generator.set_params(n, s, k, m, l, c)
result = []
for i in xrange(30):
print n, i
sessions = generator.generate_sessions()
result.append(test(sessions))
apeic_acc = sum(map(lambda x: x[0], result)) / len(result)
nb_acc = sum(map(lambda x: x[1], result)) / len(result)
lu_acc = sum(map(lambda x: x[2], result)) / len(result)
mru_acc = sum(map(lambda x: x[3], result)) / len(result)
mfu_acc = sum(map(lambda x: x[4], result)) / len(result)
print n, apeic_acc, nb_acc, lu_acc, mru_acc, mfu_acc
f.write('%d\t%f\t%f\t%f\t%f\t%f\n' %
(n, apeic_acc, nb_acc, lu_acc, mru_acc, mfu_acc))
def temp():
s = 3
k = 1
m = 300
l = 3
c = 0.3
n = 50
generator = SyntheticDataGenerator(s, k, m, l, c)
generator.set_params(n, s, k, m, l, c)
sessions = generator.generate_sessions()
print test(sessions)
def temp():
s = 3
k = 1
m = 300
l = 3
c = 0.3
n = 50
generator = SyntheticDataGenerator(s, k, m, l, c)
generator.set_params(n, s, k, m, l, c)
sessions = generator.generate_sessions()
print test(sessions)
def run():
s = 4
k = 1
m = 100
l = 3
c = 0.2
generator = SyntheticDataGenerator(s, k, m, l, c)
with open('data/s=%d,k=%d,m=%d,l=%d,c=%2f.txt' % (s, k, m, l, c), 'w') as f:
# for n in xrange(10, 61, 5):
for n in [50]:
generator.set_params(n, s, k, m, l, c)
result = []
for i in xrange(30):
print n, i
sessions = generator.generate_sessions()
result.append(test(sessions))
apeic_acc = sum(map(lambda x: x[0], result))/len(result)
nb_acc = sum(map(lambda x: x[1], result))/len(result)
lu_acc = sum(map(lambda x: x[2], result))/len(result)
mru_acc = sum(map(lambda x: x[3], result))/len(result)
mfu_acc = sum(map(lambda x: x[4], result))/len(result)
print n, apeic_acc, nb_acc, lu_acc, mru_acc, mfu_acc
f.write('%d\t%f\t%f\t%f\t%f\t%f\n' % (n, apeic_acc, nb_acc, lu_acc, mru_acc, mfu_acc))
