diff --git a/gnu/packages/machine-learning.scm b/gnu/packages/machine-learning.scm
index 1657a88fc7e..d00b230204f 100644
--- a/gnu/packages/machine-learning.scm
+++ b/gnu/packages/machine-learning.scm
@@ -2361,6 +2361,9 @@ data analysis.")
                             "test_check_is_fitted_with_attributes"
                             "test_covariance"
                             "test_estimators"
+                            "test_newton_cholesky_fallback_to_lbfgs[42]"
+                            "test_logistic_regression_path_convergence_fail"
+                            "test_linalg_warning_with_newton_solver[42]"
                             "test_ledoit_wolf"
                             "test_mcd"
                             "test_mcd_issue1127"