From 768978f392b8b0e2a5d3d63dbe5a43abef9e6faa Mon Sep 17 00:00:00 2001 From: Shan Huang Date: Tue, 8 Oct 2013 09:31:57 +0200 Subject: [PATCH] list of functionality updated --- ..._functions.txt => list_of_functionality.txt | 18 +++++++++++++++++- 1 file changed, 17 insertions(+), 1 deletion(-) rename list_of_functions.txt => list_of_functionality.txt (80%) diff --git a/list_of_functions.txt b/list_of_functionality.txt similarity index 80% rename from list_of_functions.txt rename to list_of_functionality.txt index 843a657..c4a72d3 100644 --- a/list_of_functions.txt +++ b/list_of_functionality.txt @@ -1,4 +1,4 @@ - A list of functions in pyGP_OO + A list of functionality in pyGP_OO =================================== For documentations see respective modules/functions. @@ -63,5 +63,21 @@ infFITC_EP - Large scale inference with approximate covariance matrix infFITC_Laplace - Large scale inference with approximate covariance matrix + ---------------------------- + optimization methods: + ---------------------------- + Minimize - Minimize by Carl Rasmussen + CG - Conjugent gradient + BFGS - Quasi-Newton method of Broyden, Fletcher, Goldfarb, and Shanno (BFGS) + SCG - Scaled conjugent gradient (faster than CG) + ---------------------------- + evaluation measures: + ---------------------------- + RMSE - Root mean squared error + ACC - Classification accuracy + Prec - Precision for class +1 + Recall - Recall for class +1 + NLPD - Negative log predictive density in transformed observation space +