From 3319c532759c28e86499d5f6e5dfb3545a848644 Mon Sep 17 00:00:00 2001 From: Joseph Paillard Date: Tue, 5 Nov 2024 09:38:36 +0100 Subject: [PATCH] Update examples/plot_variable_importance_classif.py Co-authored-by: bthirion --- examples/plot_variable_importance_classif.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/plot_variable_importance_classif.py b/examples/plot_variable_importance_classif.py index f158813..a3852c7 100644 --- a/examples/plot_variable_importance_classif.py +++ b/examples/plot_variable_importance_classif.py @@ -224,7 +224,7 @@ # important, with a p-value lower than 0.05, using a diamond marker. We also highlight # the true important features, used to generate the target variable, with a star marker. # While the linear model captures the importance of the age, it fails to capture the the -# importance of the weight and height because of it's lack of expressivity. Using a +# importance of the weight and height because of its lack of expressivity. Using a # polynomial kernel, the non-linear model captures the importance of the weight and height. # Finally, the CPI method controld for false positive discoveries contrarily to the PI method # which identifies spurious important features simply because of the correlation structure of