break earlier

amueller · amueller · commit 6d3ae72853d2 · 2015-04-07T14:17:42.000-04:00
diff --git a/sklearn/neural_network/multilayer_perceptron.py b/sklearn/neural_network/multilayer_perceptron.py
@@ -473,7 +473,7 @@ def _fit_sgd(self, X, y, activations, deltas, coef_grads, intercept_grads,
                 if (self.learning_rate == 'constant'
                         and cost_increase_count >= 2):
                     self.learning_rate_ /= 5
-                    if self.learning_rate_ <= 1e-8:
+                    if self.learning_rate_ <= 1e-6:
                         if self.verbose:
                             print("Training did not improve for 2"
                                   " consecutive epochs and learning"
