Update README.md

README.md

@@ -34,6 +34,49 @@ More information needed
 
 More information needed
 
+## Test results
+
+Binary classification accuracy (threshold at label 3) ≈ 82.00%
+
+Test Report:
+```
+              precision    recall  f1-score   support
+
+           0       0.81      0.42      0.55       100
+           1       0.30      0.34      0.32       100
+           2       0.36      0.55      0.44       100
+           3       0.32      0.55      0.41       100
+           4       0.43      0.26      0.32       100
+           5       0.75      0.06      0.11        50
+
+    accuracy                           0.39       550
+   macro avg       0.50      0.36      0.36       550
+weighted avg       0.47      0.39      0.38       550
+```
+
+Confusion Matrix:
+```
+[[42 45 10  2  1  0]
+ [10 34 38 17  1  0]
+ [ 0 24 55 21  0  0]
+ [ 0  6 27 55 12  0]
+ [ 0  2 18 53 26  1]
+ [ 0  1  3 22 21  3]]
+```
+
+Test metrics
+```
+  epoch                   =       20.0
+  eval_accuracy           =     0.3909
+  eval_f1_macro           =     0.3589
+  eval_loss               =     1.0854
+  eval_precision          =     0.4959
+  eval_recall             =     0.3633
+  eval_runtime            = 0:00:05.35
+  eval_samples_per_second =    102.729
+  eval_steps_per_second   =      3.362
+```
+
 ## Training and evaluation data
 
 More information needed