def REUSE_RANDOM(filename, old):
stop = 0.9
read = MAR()
read = read.create(filename)
read.create_old(old)
num2 = read.get_allpos()
target = int(num2 * stop)
while True:
pos, neg, total = read.get_numbers()
# print("%d/ %d" % (pos,pos+neg))
if pos >= target:
break
a, b, ids, c = read.train_reuse_random()
for id in ids:
read.code(id, read.body["label"][id])
return read
def UPDATE(filename, old, pne=False, cl="RF"):
stop = 1
read = MAR()
read = read.create(filename)
read.create_old(old)
num2 = read.get_allpos()
target = int(num2 * stop)
while True:
pos, neg, total = read.get_numbers()
print("%d/ %d" % (pos, pos + neg))
if pos >= target:
break
a, b, ids, c = read.train(pne=pne, cl=cl)
for id in ids:
read.code(id, read.body["label"][id])
return read
def UPDATE_AUTO(filename, old, pne=True):
read = MAR()
read = read.create(filename)
read.create_old(old)
pos_last = -1
full_life = 5
life = full_life
while True:
pos, neg, total = read.get_numbers()
print("%d/ %d" % (pos, pos + neg))
if pos == pos_last:
life = life - 1
if life == 0:
break
else:
life = full_life
a, b, ids, c = read.train(pne)
for id in ids:
read.code(id, read.body["label"][id])
pos_last = pos
return read
def REUSE(filename, old, pne=True):
stop = 0.9
thres = 5
read = MAR()
read = read.create(filename)
read.create_old(old)
num2 = read.get_allpos()
target = int(num2 * stop)
while True:
pos, neg, total = read.get_numbers()
print("%d/ %d" % (pos, pos + neg))
if pos >= target:
break
if pos < thres:
a, b, ids, c = read.train(pne)
for id in ids:
read.code(id, read.body["label"][id])
else:
a, b, ids, c = read.train_reuse(pne)
for id in ids:
read.code(id, read.body["label"][id])
return read
def UPDATE_REUSE(filename, old):
stop = 0.9
lifes = 2
life = lifes
last_pos = 0
thres = 5
read = MAR()
read = read.create(filename)
read.create_old(old)
num2 = read.get_allpos()
target = int(num2 * stop)
while True:
pos, neg, total = read.get_numbers()
# print("%d/ %d" % (pos, pos + neg))
if pos - last_pos:
life = lifes
else:
life = life - 1
last_pos = pos
if pos >= target:
break
# if (pos >= thres or pos==0) and life<1:
if (pos >= thres) and life < 1:
# print("reuse")
lifes = 0
a, b, ids, c = read.train_reuse()
for id in ids:
read.code(id, read.body["label"][id])
else:
# print("update")
a, b, ids, c = read.train()
for id in ids:
read.code(id, read.body["label"][id])
return read
