def get_counts(d,U):
rates = []
for i in range(0,100):
if len(d[i]['solutions'])>=U:
if d[i]['solutions'][U]['eq'] == set([-1]): #supercliques
rates.append(1000)
else: #not a superclique
s = d[i]['solutions'][U]['eq']
H = bfutils.undersample(d[i]['gt'],U)
all_rates = unknownrate.withrates(s,H).values()
#print all_rates
for rate in all_rates:
rates.append(rate[0])
else:#<U
tempu = len(d[i]['solutions'])
if d[i]['solutions'][tempu]['eq'] == set([-1]): #supercliques
rates.append(1000)
else: #not a superclique
s = d[i]['solutions'][tempu]['eq']
H = bfutils.undersample(d[i]['gt'],tempu)
all_rates = unknownrate.withrates(s,H).values()
#print all_rates
for rate in all_rates:
rates.append(rate[0])
keys = np.sort(np.unique(rates))
c = {}
for k in keys:
c[k] = len(np.where(rates == k)[0]) #key is rate and value is frequency
#print c
return c
def get_counts(d, U):
rates = []
for i in range(0, 100):
if len(d[i]['solutions']) >= U:
if d[i]['solutions'][U]['eq'] == set([-1]): #supercliques
rates.append(1000)
else: #not a superclique
s = d[i]['solutions'][U]['eq']
H = bfutils.undersample(d[i]['gt'], U)
all_rates = unknownrate.withrates(s, H).values()
#print all_rates
for rate in all_rates:
rates.append(rate[0])
else: #<U
tempu = len(d[i]['solutions'])
if d[i]['solutions'][tempu]['eq'] == set([-1]): #supercliques
rates.append(1000)
else: #not a superclique
s = d[i]['solutions'][tempu]['eq']
H = bfutils.undersample(d[i]['gt'], tempu)
all_rates = unknownrate.withrates(s, H).values()
#print all_rates
for rate in all_rates:
rates.append(rate[0])
keys = np.sort(np.unique(rates))
c = {}
for k in keys:
c[k] = len(
np.where(rates == k)[0]) #key is rate and value is frequency
#print c
return c