From 0fa5a2ccdf77757b388cee98f2debd730f4c6bf0 Mon Sep 17 00:00:00 2001 From: Jeff Hale Date: Sat, 27 Feb 2021 08:29:48 -0500 Subject: [PATCH 1/2] fix typo and improve clarity in introduction --- doc/introduction.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/introduction.rst b/doc/introduction.rst index 11a18fe25..688873012 100644 --- a/doc/introduction.rst +++ b/doc/introduction.rst @@ -73,6 +73,6 @@ different level of class balancing. :scale: 60 :align: center -As expected, the decision function of the linear SVM is highly impacted. With a -greater imbalanced ratio, the decision function favor the class with the larger +As expected, the decision function of the linear SVM varies greatly depending upon how imbalanced the data is. With a +greater imbalanced ratio, the decision function favors the class with the larger number of samples, usually referred as the majority class. From 15e9e531e90179e32cb33a2f20c1ad14b76becfc Mon Sep 17 00:00:00 2001 From: Guillaume Lemaitre Date: Tue, 2 Mar 2021 22:30:10 +0100 Subject: [PATCH 2/2] Update introduction.rst --- doc/introduction.rst | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/doc/introduction.rst b/doc/introduction.rst index 688873012..3b2d9d9a7 100644 --- a/doc/introduction.rst +++ b/doc/introduction.rst @@ -73,6 +73,7 @@ different level of class balancing. :scale: 60 :align: center -As expected, the decision function of the linear SVM varies greatly depending upon how imbalanced the data is. With a -greater imbalanced ratio, the decision function favors the class with the larger -number of samples, usually referred as the majority class. +As expected, the decision function of the linear SVM varies greatly depending +upon how imbalanced the data is. With a greater imbalanced ratio, the decision +function favors the class with the larger number of samples, usually referred +as the majority class.