diff --git a/notebooks/like_based_classifier.ipynb b/notebooks/like_based_classifier.ipynb
index 22816f8..e631ae9 100644
--- a/notebooks/like_based_classifier.ipynb
+++ b/notebooks/like_based_classifier.ipynb
@@ -51,7 +51,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 40,
    "metadata": {},
    "outputs": [
     {
@@ -67,7 +67,7 @@
     "items['data'] = [[like] for like in items['data']]\n",
     "items = reduce_annotation(items)\n",
     "X_train, X_test, y_train, y_test = train_test_split(items['data'], items['labels'], test_size=0.4)\n",
-    "lr = LogisticRegression(C=1000.0)\n",
+    "lr = LogisticRegression()\n",
     "lr.fit(X_train, y_train)\n",
     "y_pred = lr.predict(X_test)\n",
     "\n",