What can we conclude about the optimal value of gamma for this model?
Remember that higher accuracy is better, so you want to maximize the test score. A very good training score with low testing score is a symptom of overfitting.
It is the same concept as presented in the video Comparing train and test errors, with the difference that lower error is better, and therefore you want to minimize the test error.