Update README.md

README.md

@@ -4,4 +4,22 @@ metrics:
 - accuracy
 - f1
 ---
-See https://www.kaggle.com/code/dima806/vessel-ship-type-detection for more details.
+Returns vessel/ship type based on image.
+
+See https://www.kaggle.com/code/dima806/vessel-ship-type-detection for more details.
+
+```
+Classification report:
+
+              precision    recall  f1-score   support
+
+       Cargo     0.9927    0.9623    0.9772       424
+     Carrier     0.9976    1.0000    0.9988       424
+      Cruise     1.0000    1.0000    1.0000       424
+    Military     0.9976    0.9976    0.9976       424
+     Tankers     0.9679    0.9953    0.9814       424
+
+    accuracy                         0.9910      2120
+   macro avg     0.9912    0.9910    0.9910      2120
+weighted avg     0.9912    0.9910    0.9910      2120
+```