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
def howrare(theta,speCol=None,speStar=0):
X=[]
ma=0
for onefile in files:
x,y=loadd.onest(onefile,2,[8],6,speCol,speStar)
X.append(x)
ma+=len(y)
b=[]
for thre in a:
p1a1=0
for x in X:
m=len(x)
for i in range(m):
if x[i]*theta>thre:
p1a1+=1
b.append(p1a1/float(ma))
plot(a[:len(b)],b)
return b
def curforrig(theta,fealist,cond):
for onefile in files:
x,y=loadd.onest(onefile,2,fealist,6)
if len(y)>cond:
b=rigmax(x,y,theta)
plot(a[:len(b)],b)
