diff --git a/src/mlpack/bindings/python/print_doc_functions_impl.hpp b/src/mlpack/bindings/python/print_doc_functions_impl.hpp
index 4356e649dc..ba833e49d8 100644
--- a/src/mlpack/bindings/python/print_doc_functions_impl.hpp
+++ b/src/mlpack/bindings/python/print_doc_functions_impl.hpp
@@ -413,12 +413,13 @@ inline std::string SplitTrainTest(const std::string& datasetName,
                                   const std::string& testLabels,
                                   const std::string& splitRatio)
 {
-  std::string splitString = ">>> ";
-  splitString += testDataset + ", " + testLabels + ", ";
-  splitString += trainDataset + ", " + trainLabels;
-  splitString += " = ";
-  splitString += "preprocess_split(input_=" + datasetName + ", input_labels=";
-  splitString += labelName + ", test_ratio=" + splitRatio + ")";
+  std::string splitString;
+  splitString += ">>> d = preprocess_split(input_=" + datasetName + ", input_labels=";
+  splitString += labelName + ", test_ratio=" + splitRatio + ")\n";
+  splitString += ">>> " + trainDataset + " = d['training']\n";
+  splitString += ">>> " + trainLabels + " = d['training_labels']\n";
+  splitString += ">>> " + testDataset + " = d['test']\n";
+  splitString += ">>> " + testLabels + " = d['test_labels']";
   return splitString;
 }
 
diff --git a/src/mlpack/methods/linear_regression/linear_regression_train_main.cpp b/src/mlpack/methods/linear_regression/linear_regression_train_main.cpp
index 161f131b8d..9d782e0868 100644
--- a/src/mlpack/methods/linear_regression/linear_regression_train_main.cpp
+++ b/src/mlpack/methods/linear_regression/linear_regression_train_main.cpp
@@ -46,14 +46,14 @@ BINDING_EXAMPLE(
     GET_DATASET("X", "https://example.com") + "\n" +
     GET_DATASET("y", "https://example.com") + "\n" +
     SPLIT_TRAIN_TEST("X", "y", "X_train", "y_train", "X_test", "y_test", 
-    "0.2") + "\n" +
-    CREATE_OBJECT("model", "linear_regression") + "\n" +
-    CALL_METHOD("model", "train", "training", "X_train",
-        "training_responses", "y_train"));
+        "0.2") + "\n" +
+    CREATE_OBJECT("lr", "linear_regression") + "\n" +
+    CALL_METHOD("lr", "train", "training", "X_train", "training_responses",
+        "y_train"));
 
 // See also...
 BINDING_SEE_ALSO("Linear/ridge regression tutorial",
-       "@doc/tutorials/linear_regression.md");
+    "@doc/tutorials/linear_regression.md");
 
 PARAM_MATRIX_IN_REQ("training", "Matrix containing training set X (regressors).",
     "t");