Both are important, as they deal with different aspects of the evaluation. Certainly, Accuracy is more popular, easier to understant/interpret and very practical. So, you may start with Accuracy and, as your research advances, you can incorporate other metrics (TPR, FPR, AUC, etc.).
A good tutorial can be found at: https://www.site.uottawa.ca/~nat/#Tutorials