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| author | ziejd2 | 2018-03-14 23:23:33 -0500 |
|---|---|---|
| committer | GitHub | 2018-03-14 23:23:33 -0500 |
| commit | 1ff6baa44e22b91eefb48aea6f3befa078c0489b (patch) | |
| tree | e0fd79d2e32fd2aedda2eadaed0f19af3514c520 /sourcecodes/bnt-master/nethelp3.3/demgpard.htm | |
| parent | 6882395afdadf4e982b25b5215071a0932730950 (diff) | |
| parent | c80226899f5cdd9f11c163817d59445213f5bef0 (diff) | |
| download | BNW-1ff6baa44e22b91eefb48aea6f3befa078c0489b.tar.gz | |
Merge pull request #1 from ziejd2/octave_php_separate
Octave php separate
Diffstat (limited to 'sourcecodes/bnt-master/nethelp3.3/demgpard.htm')
| -rw-r--r-- | sourcecodes/bnt-master/nethelp3.3/demgpard.htm | 48 |
1 files changed, 48 insertions, 0 deletions
diff --git a/sourcecodes/bnt-master/nethelp3.3/demgpard.htm b/sourcecodes/bnt-master/nethelp3.3/demgpard.htm new file mode 100644 index 00000000..eb188c19 --- /dev/null +++ b/sourcecodes/bnt-master/nethelp3.3/demgpard.htm @@ -0,0 +1,48 @@ +<html> +<head> +<title> +Netlab Reference Manual demgpard +</title> +</head> +<body> +<H1> demgpard +</H1> +<h2> +Purpose +</h2> +Demonstrate ARD using a Gaussian Process. + +<p><h2> +Synopsis +</h2> +<PRE> +demgpare</PRE> + + +<p><h2> +Description +</h2> +The data consists of three input variables <CODE>x1</CODE>, <CODE>x2</CODE> and +<CODE>x3</CODE>, and one target variable +<CODE>t</CODE>. The +target data is generated by computing <CODE>sin(2*pi*x1)</CODE> and adding Gaussian +noise, x2 is a copy of x1 with a higher level of added +noise, and x3 is sampled randomly from a Gaussian distribution. +A Gaussian Process, is +trained by optimising the hyperparameters +using the scaled conjugate gradient algorithm. The final values of the +hyperparameters show that the model successfully identifies the importance +of each input. + +<p><h2> +See Also +</h2> +<CODE><a href="demgp.htm">demgp</a></CODE>, <CODE><a href="gp.htm">gp</a></CODE>, <CODE><a href="gperr.htm">gperr</a></CODE>, <CODE><a href="gpfwd.htm">gpfwd</a></CODE>, <CODE><a href="gpgrad.htm">gpgrad</a></CODE>, <CODE><a href="gpinit.htm">gpinit</a></CODE>, <CODE><a href="scg.htm">scg</a></CODE><hr> +<b>Pages:</b> +<a href="index.htm">Index</a> +<hr> +<p>Copyright (c) Ian T Nabney (1996-9) + + +</body> +</html> \ No newline at end of file |