Congratulations! You’ve built a binary classifier —a fancy-schmancy neural network using 128 GPUs with their dedicated power station, or perhaps a robust logistic regression model that runs on your good old ThinkPad. You’ve designed the model and fed the data; now the time has finally come to measure the classifier’s performance.