Neural Networks Models

1 Exercise:

1. For Boston housing data, please fit a neural network model with neuralnet package using 2 hidden layer, hidden=c(3,2) and provide both in-sample and out-of-sample average sum squares.

2. For Bankruptcy dataset, what are the in-sample and out-of-sample AUC using only one layer with 5 neurons?