Questions tagged [accuracy]
For questions related to the accuracy metric/measure, which is the number of correct predictions divided by the total number of predictions.
Choosing Data Augmentation smartly for different application
I'm trying to understand the role of data augmentation and how it can affect the performance/accuracy of a deep model. My target application is fire detection (on video frames), with almost 15K ...
Is the neural network 100% accurate on training data if epoch loss is minimized to 0?
This seems like a silly, trivial question, but I just want to confirm it in case I'm missing something. I'm trying to train a ReLU neural network, which is supposed to be a function that satisfies ...
What are possible ways to combat overfitting or improve the test accuracy in my case?
I have asked a question here, and one of the comments suggested that this is a case of severe overfitting. I made a neural network, which uses residual boosting (which is done via a KNN), and I am ...
Could I just choose the other (non-predicted) class when the accuracy is low?
I have a binary classification problem. My neural network is getting between 10% and 45% accuracy on the validation set and 80% on the training set. Now, if I have a 10% accuracy and I just take the ...