My accuracy of my model suddenly drops when I run the model test option and I am not able to understand what I am missing. I have very clean separation in the features but I assume my data collection is clean.
I am sorted, thank you. My model was overfitted.
1 Like
Hi @abhatikar
Nice to hear you found a solution. You could try adding some more data and retrain Thanks,
Clinton
1 Like
Hello @abhatikar,
Indeed you can see in the confusion matrix that only one class was detected properly.
To reduce overfitting here are a few things you can quickly do:
- Add more data
- Add dropout layers
- Reduce learning rate
- Add a more complex NN architecture
Regards,
Louis
1 Like