[R] nnet question
Prof Brian Ripley
ripley at stats.ox.ac.uk
Wed Apr 28 14:11:09 CEST 2004
Please read the documentation: why is a logistic output equation
appropriate for example. The iris3 example does not use the same
arguments as you have, so you are claiming to know what you are doiung
here.
You *have* worked though the examples in the book this software supports,
haven't you?
On Mon, 26 Apr 2004, Erik Johnson wrote:
> I am using R 1.8.0, and am attempting to fit a Neural Network model of a
> time series (here called Metrics.data). It consists of one time series
> variable run on its lag (AR(1)). Basically, in an OLS model it would
> look like
> Metrics.data$ewindx ~ Metrics.data$ewindx.lag1
> However, I am trying to run this through a neural network estimation.
> So far, I have been getting convergence very quickly, and do not believe
> it too be true.
> Here is the code and output. Please note that I am using all of the
> values for training and testing in one matrix, as I do not care about
> the testing results right now, I only want to capture weights. Here is
> the code and output
>
> > nnet(metrics.data$ewindxlag1,metrics.data$ewindx,size=2, entropy=FALSE)
> # weights: 7
> initial value 78858370643.085342
> final value 78841786515.212158
> converged
> a 1-2-1 network with 7 weights
> options were -
>
> When I run the iris3 example, the convergence looks much nicer
> (consisting of more than one iteration). Am I missing some fundamental
> understanding of this example? Thanks for any input.
>
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>
--
Brian D. Ripley, ripley at stats.ox.ac.uk
Professor of Applied Statistics, http://www.stats.ox.ac.uk/~ripley/
University of Oxford, Tel: +44 1865 272861 (self)
1 South Parks Road, +44 1865 272866 (PA)
Oxford OX1 3TG, UK Fax: +44 1865 272595
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