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README.md

@@ -185,3 +185,15 @@ Below you can find information related to citation.
 # Intended uses & limitations
 
 This model is experimental, and is undergoing further testing.
+
+# Five-fold cross validation
+
+We test the model on a random subset of the transcript pairs processed from all our coordinate data. These metrics represent the performance on the binary classification task of 'do these two transcripts come from the same gene'
+
+|   balanced_acc |       F1 |      auc |       ap |
+|----------------|----------|----------|----------|
+|       0.970089 | 0.989711 | 0.995063 | 0.998216 |
+|       0.968053 | 0.98935  | 0.994941 | 0.998181 |
+|       0.970278 | 0.989625 | 0.995177 | 0.998239 |
+|       0.968382 | 0.989364 | 0.994861 | 0.998184 |
+|       0.968858 | 0.989405 | 0.994907 | 0.997969 |