diff --git a/docs/Parameters.rst b/docs/Parameters.rst
index c4f45f0010c4..28777637d100 100644
--- a/docs/Parameters.rst
+++ b/docs/Parameters.rst
@@ -408,7 +408,7 @@ Learning Control Parameters
 
    -  path to a ``.json`` file that specifies bin upper bounds for some or all features
 
-   -  ``.json`` file should contain an array of objects, each containing the word ``feature`` (integer feature index) and ``bin_upper_bounds`` (array of thresholds for binning)
+   -  ``.json`` file should contain an array of objects, each containing the word ``feature`` (integer feature index) and ``bin_upper_bound`` (array of thresholds for binning)
 
    -  see `this file <https://github.com/microsoft/LightGBM/tree/master/examples/regression/forced_bins.json>`__ as an example
 
diff --git a/include/LightGBM/config.h b/include/LightGBM/config.h
index 56903a9b96ae..b67ee9656468 100644
--- a/include/LightGBM/config.h
+++ b/include/LightGBM/config.h
@@ -403,7 +403,7 @@ struct Config {
   std::string forcedsplits_filename = "";
 
   // desc = path to a ``.json`` file that specifies bin upper bounds for some or all features
-  // desc = ``.json`` file should contain an array of objects, each containing the word ``feature`` (integer feature index) and ``bin_upper_bounds`` (array of thresholds for binning)
+  // desc = ``.json`` file should contain an array of objects, each containing the word ``feature`` (integer feature index) and ``bin_upper_bound`` (array of thresholds for binning)
   // desc = see `this file <https://github.com/microsoft/LightGBM/tree/master/examples/regression/forced_bins.json>`__ as an example
   std::string forcedbins_filename = "";
 
diff --git a/src/io/dataset_loader.cpp b/src/io/dataset_loader.cpp
index eb83d74bfe3d..c00b9b7fdae5 100644
--- a/src/io/dataset_loader.cpp
+++ b/src/io/dataset_loader.cpp
@@ -2,8 +2,8 @@
  * Copyright (c) 2016 Microsoft Corporation. All rights reserved.
  * Licensed under the MIT License. See LICENSE file in the project root for license information.
  */
-
 #include <LightGBM/dataset_loader.h>
+
 #include <LightGBM/network.h>
 #include <LightGBM/utils/array_args.h>
 #include <LightGBM/utils/log.h>