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
t.append(std([d1[0][i+1],d1[1][i+1],d1[2][i+1],d1[3][i+1]]))
x72.append(t)
tx=zip(*(x7))
tx2=[]
for x in tx:
tx2.append(loadd.nor(x))
tx2.extend(zip(*(x72)))
x7=zip(*(tx2))
i=0
while(i+1<len(y7)):
if mat(x7[i][inde*2:inde*2+2])*theta0<xshresh:
del x7[i]
del y7[i]
else :i+=1
balan()
theta7,J_his=logi.grandient(x7,y7,0.5,1000)
shreshold.curforrig(theta7,fealist,500)
text(-0.3,0.5,str(theta7))
savefig(str(fealist)+str(xshresh)+'.png')
close()
x7,y7=[],[]
'''
thrta of [0,6,7,8,9]
[[-0.28850397]
[ 0.37467656]
[-0.166401 ]
[ 0.17950507]
[ 0.4338735 ]
[ 0.39602966]
