Model thresholds and payoff matrices. David Porter is the management accountant at Spruce Bank, where the data science department is leading an initiative to predict whether loans will default or repay. The default rate in the training set is 15%. After building a model on the training set that predicts whether a loan will default or repay, the data scientist applies it to the validation set of 400 observations to evaluate its accuracy