Summary

Using the Multilayer Perceptron procedure, you have constructed a network for predicting the probability that a given customer will default on a loan. The model results are comparable to those obtained using Logistic Regression or Discriminant Analysis, so you can be reasonably confident that the data do not contain relationships that cannot be captured by those models; thus, you can use them to further explore the nature of the relationship between the dependent and independent variables.

• See the topic Using Binary Logistic Regression to Assess Credit Risk for more information.
• See the topic Using Discriminant Analysis to Assess Credit Risk for more information.

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