bWoodN1 {NNbenchmark}

Dataset bWoodN1

Description

A multivariate dataset (x1, x2, x3, x4, x5, x6, y) of class data.frame and dim 20000 x 7 to be fitted by a neural network with 5 hidden neurons (41 parameters).

References

Inspired by page 29 of Wood, S. N. (2011). Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 73(1), 3-36. https://people.bath.ac.uk/man54/SAMBa/ITTs/ITT2/EDF/REMLWood2009.pdf

Examples

ht(bWoodN1)