From 0f2cf2c5b17e233efb195d04a59121308f003b69 Mon Sep 17 00:00:00 2001 From: ftorres16 <36959980+ftorres16@users.noreply.github.com> Date: Fri, 21 Oct 2022 11:46:53 -0400 Subject: [PATCH] Update svm.rst --- doc/modules/svm.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/modules/svm.rst b/doc/modules/svm.rst index 75609adf38c9c..b6932c45e40f3 100644 --- a/doc/modules/svm.rst +++ b/doc/modules/svm.rst @@ -754,7 +754,7 @@ The primal problem can be equivalently formulated as .. math:: - \min_ {w, b} \frac{1}{2} w^T w + C \sum_{i=1}\max(0, |y_i - (w^T \phi(x_i) + b)| - \varepsilon), + \min_ {w, b} \frac{1}{2} w^T w + C \sum_{i=1}^{n}\max(0, |y_i - (w^T \phi(x_i) + b)| - \varepsilon), where we make use of the epsilon-insensitive loss, i.e. errors of less than :math:`\varepsilon` are ignored. This is the form that is directly optimized