diff --git a/CMakeLists.txt b/CMakeLists.txt
index 8d358f0..de18a7d 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -10,7 +10,3 @@ set(CMAKE_CXX_EXTENSIONS OFF)
 set(EXECUTABLE_OUTPUT_PATH ${PROJECT_BINARY_DIR}/bin)
 
 add_subdirectory(src)
-
-if("${CMAKE_BUILD_TYPE}" STREQUAL "Debug")
-    add_subdirectory(test)
-endif()
diff --git a/README.md b/README.md
index 7ea226f..c0c870e 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,22 @@
-# cpp-unity-template
+# bayesian-spam-filter
+
+## Report
+
+Given SMSSpamCollection.txt was split in half for report
+
+First half was used for generation, second half for actual filter
+
+(Files included in test for convenience)
+
+Results:
+
+    Spam precision:   0.935135
+    Spam recall:      0.39229
+    Ham precision:    0.780777
+    Ham recall:       0.987584
+    Spam F-Score:     0.552716
+    Ham F-Score:      0.872088
+    Accuracy:         0.689937
 
 ## Compiling the project
 
@@ -12,24 +30,11 @@ In order to compile the project, simply run these two commands:
 
 ## Running the Project
 
-The program should now be compiled at build/bin/something
+The program should now be compiled at build/bin/filter
 
 Simply run the program using:
 
-    build/bin/something
+    build/bin/filter
 
-## Testing the Project
-
-Prerequisites
-  - [Unity (Throw the Switch)](https://github.com/ThrowTheSwitch/Unity) | [AUR](https://aur.archlinux.org/packages/unity-test)
-
-In order to compile the tests for the project, simply run these two commands:
-
-    cmake -DCMAKE_BUILD_TYPE=Debug -B build -S .
-    cmake --build build
-
-The program should now be compiled at build/bin/tests
-
-Simply run the tests using:
-
-    build/bin/tests
\ No newline at end of file
+## Usage
+Use the `--help` argument for usage help
diff --git a/src/filter.cpp b/src/filter.cpp
index 946f74d..835f8d0 100644
--- a/src/filter.cpp
+++ b/src/filter.cpp
@@ -147,6 +147,10 @@ void SMSMessageFilter::ReadArguments(int argc, char* argv[]) {
             is_input_defined = true;
             filter_file_path.assign(argv[i+1]); 
         }
+        if (argument_string == "--help") {
+            PrintHelp();
+            exit(0);
+        }
     }
     if (!is_input_defined) {
         std::cerr << "Usage error: Please specify file to filter" << std::endl;
diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
deleted file mode 100644
index 8a65233..0000000
--- a/test/CMakeLists.txt
+++ /dev/null
@@ -1,7 +0,0 @@
-find_package(unity REQUIRED)
-include_directories(${CMAKE_SOURCE_DIR}/src)
-add_executable(testing 
-    test.cpp
-)
-set_target_properties(testing PROPERTIES LINKER_LANGUAGE CXX)
-target_link_libraries(testing unity)
diff --git a/test/test.cpp b/test/test.cpp
deleted file mode 100644
index 6668b68..0000000
--- a/test/test.cpp
+++ /dev/null
@@ -1,21 +0,0 @@
-#include <unity/unity.h>
-#include <unity/unity_internals.h>
-
-void setUp() { ; }
-void tearDown() { ; }
-
-int Math(void) {
-    return 2+2;
-}
-
-void test_Math(void) {
-    TEST_ASSERT_EQUAL_INT(4, Math());
-}
-
-
-int main(void) {
-    UNITY_BEGIN();
-    RUN_TEST(test_Math);
-    return UNITY_END();
-}
-