added changelog entry

kostayScr · kostayScr · commit 35eb695196d8 · 2025-08-29T19:47:45.000+03:00
diff --git a/doc/whats_new/upcoming_changes/sklearn.linear_model/31856.fix.rst b/doc/whats_new/upcoming_changes/sklearn.linear_model/31856.fix.rst
@@ -0,0 +1,3 @@
+- Fix for SGD models(primarily affects `SGDOneClassSVM`) convergence criteria,
+  to avoid premature convergence when `tol != None`.
+  Now uses full objective with regularization, instead of just loss.

Original file line number	Diff line number	Diff line change
`@@ -0,0 +1,3 @@`
	`1`	+- Fix for SGD models(primarily affects `SGDOneClassSVM`) convergence criteria,
	`2`	+ to avoid premature convergence when `tol != None`.
	`3`	`+ Now uses full objective with regularization, instead of just loss.`