Update README.md

README.md

@@ -4,4 +4,22 @@ metrics:
 - accuracy
 - roc_auc
 ---
-See https://www.kaggle.com/code/dima806/common-voice-accent-classification for more details.
+Returns common English accent given a voice audio sample.
+
+See https://www.kaggle.com/code/dima806/common-voice-accent-classification for more details.
+
+```
+Classification report:
+
+              precision    recall  f1-score   support
+
+          us     0.3956    0.0150    0.0290      4788
+     england     0.5255    0.9121    0.6668     18082
+      indian     0.5883    0.4586    0.5154      5656
+   australia     0.4962    0.0381    0.0707      5124
+      canada     0.3714    0.1760    0.2389      5169
+
+    accuracy                         0.5220     38819
+   macro avg     0.4754    0.3200    0.3042     38819
+weighted avg     0.4942    0.5220    0.4304     38819
+```