def measures(self, i):
g = self.Gold[i].brackets
if self.Parse[i] is None:
p, n = set(), 0
else:
p = self.Parse[i].brackets
n = float(bracketing.coincidences(self.Gold[i], self.Parse[i]))
if len(p) > 0:
if self.count_fullspan_bracket:
prec = (n + 1) / float(len(p) + 1)
else:
prec = n / float(len(p))
elif len(g) == 0:
prec = 1.0
else:
# XXX: no deberia ser 1?
prec = 0.0
if len(g) > 0:
if self.count_fullspan_bracket:
rec = (n + 1) / float(len(g) + 1)
else:
rec = n / float(len(g))
else:
rec = 1.0
return (prec, rec)
def eval_label(label, goldtb, parse):
Rec = 0.0
brackets_ok = 0
brackets_gold = 0
bad = []
for gt, pb in izip(goldtb.trees, parse):
g = set(x[1] for x in gt.labelled_spannings(
leaves=False, root=False, unary=False) if x[0] == label)
gb = bracketing.Bracketing(pb.length, g, start_index=0)
n = bracketing.coincidences(gb, pb)
if len(g) > 0:
rec = float(n) / float(len(g))
bad += [difference(gb, pb)]
else:
rec = 1.0
bad += [set()]
Rec += rec
brackets_ok += n
brackets_gold += len(g)
m = len(parse)
Rec = Rec / float(m)
print "Recall:", Rec
print "Brackets gold:", brackets_gold
print "Brackets ok:", brackets_ok
return (Rec, bad)
def measures(gb, pb):
g, p = gb.brackets, pb.brackets
n = bracketing.coincidences(gb, pb)
if count_fullspan_bracket:
return (n + 1, len(p) + 1, len(g) + 1)
else:
return (n, len(p), len(g))
def eval_label(label, goldtb, parse):
Rec = 0.0
brackets_ok = 0
brackets_gold = 0
bad = []
for gt, pb in izip(goldtb.trees, parse):
g = set(x[1] for x in gt.labelled_spannings(leaves=False, root=False, unary=False) if x[0] == label)
gb = bracketing.Bracketing(pb.length, g, start_index=0)
n = bracketing.coincidences(gb, pb)
if len(g) > 0:
rec = float(n) / float(len(g))
bad += [difference(gb, pb)]
else:
rec = 1.0
bad += [set()]
Rec += rec
brackets_ok += n
brackets_gold += len(g)
m = len(parse)
Rec = Rec / float(m)
print "Recall:", Rec
print "Brackets gold:", brackets_gold
print "Brackets ok:", brackets_ok
return (Rec, bad)
def measures(gb, pb):
g, p = gb.brackets, pb.brackets
n = bracketing.coincidences(gb, pb)
if count_fullspan_bracket:
return (n+1, len(p)+1, len(g)+1)
else:
return (n, len(p), len(g))
def measures2(self, i):
g = self.Gold[i].brackets
if self.Parse[i] is None:
p, n = set(), 0
else:
p = self.Parse[i].brackets
n = float(bracketing.coincidences(self.Gold[i], self.Parse[i]))
if self.count_fullspan_bracket:
return (n + 1, len(p) + 1, len(g) + 1)
else:
return (n, len(p), len(g))