2. Neural Networks {Chapter 11] Consider the following hypothetical bank data on consumers' use of credit card credit facilities in the table below. Data for credit card example and yaria ble descriptions Years = Number of years that a customer has been with the bank; Salary = customer's salary (in thousands of dollars]; Used Credit 1 = customer has left an unpaid credit card balance at the end of at least one month in the prior year; and [i = balance was paid off at the end of each month. A neural network with a total of EU epochs was used (on the entire data set} to predict whether a customer will use their credit. a. The rst iteration of the algorithm yielded the following results. Construct the confusionm matrix for this epoch and determine the error rate