From 81ead5873079b12e201bbfd01d4a2edbda1946b8 Mon Sep 17 00:00:00 2001
From: Kirill Mishchenko <ki.mishchenko@gmail.com>
Date: Tue, 4 Jul 2017 15:23:24 +0500
Subject: [PATCH] Add descriptions for the tests

---
 src/mlpack/tests/cv_test.cpp | 11 +++++++++++
 1 file changed, 11 insertions(+)

diff --git a/src/mlpack/tests/cv_test.cpp b/src/mlpack/tests/cv_test.cpp
index d3d834c029..59f04c8415 100644
--- a/src/mlpack/tests/cv_test.cpp
+++ b/src/mlpack/tests/cv_test.cpp
@@ -187,6 +187,10 @@ BOOST_AUTO_TEST_CASE(TakesNumClassesTest)
       "Value should be false");
 }
 
+/**
+ * Test the simple cross-validation strategy implementation with the Accuracy
+ * metric.
+ */
 BOOST_AUTO_TEST_CASE(SimpleCVAccuracyTest)
 {
   // Using the first half of data for training and the rest for validation.
@@ -200,6 +204,9 @@ BOOST_AUTO_TEST_CASE(SimpleCVAccuracyTest)
   BOOST_REQUIRE_CLOSE(cv.Evaluate(), 0.75, 1e-5);
 }
 
+/**
+ * Test the simple cross-validation strategy implementation with the MSE metric.
+ */
 BOOST_AUTO_TEST_CASE(SimpleCVMSETest)
 {
   // Using the first two points for training and remaining three for validation.
@@ -246,6 +253,10 @@ arma::Row<size_t> PredictLabelsWithDT(const arma::mat& data,
   return predictedLabels;
 }
 
+/**
+ * Test the simple cross-validation strategy implementation with decision trees
+ * constructed in multiple ways.
+ */
 BOOST_AUTO_TEST_CASE(SimpleCVWithDTTest)
 {
   arma::mat data;