This page contains the two training and testing files for the Kaggle Titanic data set using the 'neuralnet' package in R.
Mess around with the different hidden units/layers by changing the argument to the hidden parameter in the neuralnet function. Error is simply defined as the number of misclassifications as a percentage of the total test data set.