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