def START(filename, cl="linear"):
stop = 1
thres = 40
# thres=10000000000
read = MAR()
read = read.create(filename)
target = int(read.get_allbugs() * stop)
while True:
found, cost, total = read.get_numbers()
try:
print("%d, %d" % (found, cost))
except:
pass
if found >= target:
break
if found == 0 or cost < thres:
for id in read.loc_sort():
read.code(id, read.body["label"][id])
else:
ids, c = read.train(cl=cl)
for id in ids:
read.code(id, read.body["label"][id])
read.plot()
set_trace()
return read
def LOC(filename):
stop = 1
read = MAR()
read = read.create(filename)
target = int(read.get_allpos() * stop)
while True:
pos, neg, total = read.get_numbers()
print("%d, %d" % (pos, pos + neg))
if pos >= target:
break
for id in read.loc_sort():
read.code(id, read.body["label"][id])
return read
def START_LOC(filename, cl="SVM-linear"):
stop = 1
read = MAR()
read = read.create(filename)
target = int(read.get_allpos() * stop)
while True:
pos, neg, total = read.get_numbers()
print("%d, %d" % (pos, pos + neg))
if pos >= target:
break
if pos == 0 or pos + neg < 40:
for id in read.loc_sort():
read.code(id, read.body["label"][id])
else:
a, b, ids, c = read.train(cl=cl)
for id in ids:
read.code(id, read.body["label"][id])
return read