diff --git a/cornac/models/mf/recom_mf.py b/cornac/models/mf/recom_mf.py
index 79173ff4a..bcc83e028 100644
--- a/cornac/models/mf/recom_mf.py
+++ b/cornac/models/mf/recom_mf.py
@@ -114,7 +114,7 @@ def __init__(
         self.learning_rate = learning_rate
         self.batch_size = batch_size
         self.lambda_reg = lambda_reg
-        self.droppout = dropout
+        self.dropout = dropout
         self.use_bias = use_bias
         self.early_stop = early_stop
         self.seed = seed
@@ -232,7 +232,7 @@ def _fit_pt(self, train_set, val_set):
                 self.i_biases.reshape(-1, 1),
                 self.use_bias,
                 self.global_mean,
-                self.droppout,
+                self.dropout,
             )
 
         learn(