diff --git a/.gitignore b/.gitignore
index 96acf3c..156935a 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,6 +1,6 @@
 .idea/
 *.egg-info/
-*.csv
+
 *.parquet
 data/*
 !data/.gitkeep
diff --git a/metrics/__init__.py b/metrics/__init__.py
deleted file mode 100644
index e69de29..0000000
diff --git a/metrics/test_metrics.csv b/metrics/test_metrics.csv
new file mode 100644
index 0000000..891204a
--- /dev/null
+++ b/metrics/test_metrics.csv
@@ -0,0 +1,4 @@
+Class,Precision,Recall,F1 Score,Confusion Matrix
+Class 1,0.7777777777777778,0.6511627906976745,0.7088607594936709,"28,11,4"
+Class 2,0.6938775510204082,0.7906976744186046,0.7391304347826086,"6,34,3"
+Class 3,0.8372093023255814,0.8571428571428571,0.8470588235294119,"2,4,36"