Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

cnn.py prints AUC : 1.0 for all epoch ? #1

Open
iamuspace opened this issue Jul 27, 2017 · 1 comment
Open

cnn.py prints AUC : 1.0 for all epoch ? #1

iamuspace opened this issue Jul 27, 2017 · 1 comment

Comments

@iamuspace
Copy link

Hi

Thanks for your code.

I executed this code for cnn.py

All epoch print "AUC : 1.0" from start step to end step.

And,
for argmax mean, all epoch print "0.0"

Is this a good execution result ?

My Env is below :
Python 3.5.3
Anaconda 64 bit
Windows 7 64bit

@iamuspace
Copy link
Author

I found the solution to avoid "AUC : 1.0"

in cnn.py
change n_sample number .
default is 10
I changed to 300
then, AUC is below

Epoch : 0 AUC : 0.896296296296
Epoch : 1 AUC : 0.890740740741
Epoch : 2 AUC : 0.890740740741
Epoch : 3 AUC : 0.902777777778
Epoch : 4 AUC : 0.897222222222
Epoch : 5 AUC : 0.894444444444
Epoch : 6 AUC : 0.891666666667
Epoch : 7 AUC : 0.889814814815
Epoch : 8 AUC : 0.884259259259
Epoch : 9 AUC : 0.894444444444
Epoch : 10 AUC : 0.894444444444
Epoch : 11 AUC : 0.899074074074
Epoch : 12 AUC : 0.900925925926
Epoch : 13 AUC : 0.892592592593
Epoch : 14 AUC : 0.896296296296
Epoch : 15 AUC : 0.9
Epoch : 16 AUC : 0.892592592593
Epoch : 17 AUC : 0.893518518519
Epoch : 18 AUC : 0.900925925926
Epoch : 19 AUC : 0.887962962963
Epoch : 20 AUC : 0.89537037037
Epoch : 21 AUC : 0.887962962963
Epoch : 22 AUC : 0.894444444444
Epoch : 23 AUC : 0.896296296296
Epoch : 24 AUC : 0.896296296296
Epoch : 25 AUC : 0.896296296296

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

1 participant