Update src/bin/semantic_similarity_infer.py

src/bin/semantic_similarity_infer.py

@@ -103,17 +103,19 @@ def calculateCorrelationforOntology(aspect, matrix_type):
 
     manhattanCorr = spearmanr(real_distance_list, manhattan_distance_list)
 
-    return {
-        "correlation": manhattanCorr[0], "p_value": manhattanCorr[1]
-    }
+    return (manhattanCorr[0], manhattanCorr[1])
 
 def calculate_all_correlations():
     results = {}
     for similarity_matrix_type in similarity_tasks:
         matrix_results = {}
         for aspect in ["MF", "BP", "CC"]:
-            corr = calculateCorrelationforOntology(aspect, similarity_matrix_type)
-            print(corr)
-            matrix_results[aspect] = corr
-        results[similarity_matrix_type] = matrix_results
+            corr, p_value = calculateCorrelationforOntology(aspect, similarity_matrix_type)
+            
+            corr_key = f"{similarity_matrix_type}_{aspect}_correlation"
+            p_value_key = f"{similarity_matrix_type}_{aspect}_p_value"
+            
+            results[corr_key] = corr
+            results[p_value_key] = p_value
+
     return results