renaming

README.md

@@ -6,17 +6,17 @@ This repository hosts three pre-trained models desgined for metadata attribute s
 
 ```
 /attribute-standardizer-model6
-    /bedbase_schema
+    /bedbase
         - bedbase_schema_design.yaml # BEDBASE schema
         - label_encoder_bedbase.pkl # Unqiue label values derived from training data, model classifies the output into these labels for BEDBASE schema
         - model_bedbase.pth # BEDBASE schema trained model
         - vectorizer_bedbase.pkl # CountVectorizer instance from the `scikit-learn` library for Bag of Words encoding used as input to the model
-    /encode_schema
+    /encode
         - encode_schema_design.yaml #ENCODE schema
         - label_encoder_encode.pkl # Unqiue label values derived from training data, model classifies the output into these labels for ENCODE schema
         - model_encode.pth # ENCODE schema trained model
         - vectorizer_encode.pkl # CountVectorizer instance from the `scikit-learn` library for Bag of Words encoding used as input to the model
-    /fairtracks_schema
+    /fairtracks
         - fairtracks_schema_design.yaml # FAIRTRACKS schema
         - label_encoder_fairtracks.pkl # Unqiue label values derived from training data, model classifies the output into these labels for FAIRTRACKS schema
         - model_fairtracks.pth #FAIRTRACKS schema trained model