pybrain_captcha.py 文件源码

def test():
    DS=loadPybrainData()
    train,test=DS.splitWithProportion(0.1)
    fnn=joblib.load(PKL)
    # ??test??
    output = fnn.activateOnDataset(test)
    # ann.activate(onedata)????????????
    outputs=[]
    target=[]
    count=0
    for out in output:
        outs=out.argmax()
        outputs.append(outs)
    for tar in test['target']:
        ta=tar.argmax()
        target.append(ta)
    for i in range(0,len(target)):
        if outputs[i]==target[i]:
            count+=1

    right=count/len(target)#???????
    rate=(right**4)
    print("???????%.4f%%" % (rate * 100))
    v = Validator()
    print(u'??????',v.MSE(output, test['target']))#??test?????????????,????????