diff --git a/README.md b/README.md
index af083f7..fd11095 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,12 @@
 # arff-mining
 
+## Author, Date, Description
+- Gregory Crawford
+- Date: 2024-04-17
+- Description: Read data from ARFF file and generate OneR output 
+- Performance summary at the bottom of this README
+
+
 ## Compiling the project
 
 Prerequisites
@@ -10,6 +17,7 @@ In order to compile the project, simply run these two commands:
     cmake -B build -S .
     cmake --build build
 
+
 ## Running the Project
 
 The programs should now be compiled at ./build/bin/
@@ -23,3 +31,47 @@ One Rule:
 ```plain
 build/bin/onerule
 ```
+
+
+## Performance Summary
+
+***contactLenses***
+```
+	tear-prod-rate:
+		normal ---> soft
+		reduced ---> none
+Error rate: 7/24
+build/bin/onerule  0.00s user 0.00s system 85% cpu 0.002 total
+```
+
+***restaurants***
+```
+	Pat:
+		Full ---> No
+		None ---> No
+		Some ---> Yes
+Error rate: 2/12
+build/bin/onerule  0.00s user 0.00s system 85% cpu 0.001 total
+```
+
+***soybean***
+```
+	fruit-spots:
+		absent ---> alternarialeaf-spot
+		brown-w/blk-specks ---> anthracnose
+		colored ---> frog-eye-leaf-spot
+		distort ---> alternarialeaf-spot
+		dna ---> brown-stem-rot
+Error rate: 385/683
+build/bin/onerule  0.02s user 0.00s system 98% cpu 0.024 total
+```
+
+***weather***
+```
+	outlook:
+		overcast ---> yes
+		rainy ---> yes
+		sunny ---> no
+Error rate: 4/14
+build/bin/onerule  0.00s user 0.00s system 87% cpu 0.001 total
+```
diff --git a/src/onerule/main.cpp b/src/onerule/main.cpp
index d6b66b3..1fea221 100644
--- a/src/onerule/main.cpp
+++ b/src/onerule/main.cpp
@@ -1,7 +1,7 @@
 /*
  * Author: Gregory Crawford
  * Date: 2024-03-18
- * Description: Read and store ARFF data from a file
+ * Description: Read data from ARFF file and generate OneR output 
  */
 #include "arff.hpp"