From f3efbc31b8605a4be7341cdd9d2a85155d2be7db Mon Sep 17 00:00:00 2001 From: Davis King Date: Wed, 22 Feb 2012 20:15:09 -0500 Subject: [PATCH] updated docs --- docs/docs/ml.xml | 20 ++++++++++++++++++++ docs/docs/term_index.xml | 1 + 2 files changed, 21 insertions(+) diff --git a/docs/docs/ml.xml b/docs/docs/ml.xml index 1cacd2d09..5566286f8 100644 --- a/docs/docs/ml.xml +++ b/docs/docs/ml.xml @@ -84,6 +84,7 @@ Davis E. King. Regression mlp krls + rls krr_trainer rr_trainer svr_trainer @@ -531,6 +532,25 @@ Davis E. King. + + + + rls + dlib/svm.h + dlib/svm/rls_abstract.h + + This is an implementation of the linear version of the recursive least + squares algorithm. It accepts training points incrementally and, at + each step, maintains the solution to the following optimization problem: +
+ find w minimizing: 0.5*dot(w,w) + C*sum_i(y_i - trans(x_i)*w)^2 +
+ Where (x_i,y_i) are training pairs. x_i is some vector and y_i is a target + scalar value. + + + + diff --git a/docs/docs/term_index.xml b/docs/docs/term_index.xml index e219aa9f2..16cd5308b 100644 --- a/docs/docs/term_index.xml +++ b/docs/docs/term_index.xml @@ -258,6 +258,7 @@ +