diff --git a/Benchmarks/README b/Benchmarks/README
index e69de29..8082c5a 100644
--- a/Benchmarks/README
+++ b/Benchmarks/README
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+This folder contains code for four benchmarks:
+
+-rf_benchmark.py (Random Forest Benchmark)
+-svm_benchmark.py (Support Vector Machine Benchmark)
+-optimized_value_benchmark.py (Optimized Constant Probability Benchmark)
+-uniform_benchmark.py (All predictions have probability 0.5)
diff --git a/README b/README
index e69de29..a950a15 100644
--- a/README
+++ b/README
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+Benchmarks for Boehringer-Ingelheim's Predicting a Biological Response Competition, hosted by Kaggle
+
+https://www.kaggle.com/c/bioresponse