def rigmax(X,y,theta):
b=[]
for i in a:
try:
pre,rig=logi.predict(X,y,theta,i)
b.append(rig)
except ZeroDivisionError:
return b
return b
def oneee(filename,filenamet,fealist,numfu0,numfue):
pre=[]
for i in range(numfu0,numfue):
X,y=loadd.onest(filename,i,fealist,6)
Xt,yt=loadd.onest(filenamet,i,fealist,6)
theta,J_his=logi.grandient(X,y,0.5,1000)
try:
pren,rig=logi.predict(X,y,theta)
pre.append(pren)
except ZeroDivisionError:
break
print pre.index(max(pre)),max(pre)
return pre