Update README.md

@@ -12,14 +12,13 @@ Project to extract in an automatic way the growth conditions of all enterobacter
       1. label-split_training_test_v1.py
       2. params.py
       3. training_validation_v3.py
-   - check
-      1. sentences-405-order-rep.txt
    - data-sets
       1. test-data-set-30.txt
       2. training-data-set-70.txt
    - models
       1.  training-data-set-70.fStopWords_False.fSymbols_False.mod
-   - reports
+   - reports  
+      _Folder that encloses files with **information of the performance of the CRF while identifying GCs.**_
       1. report_training-data-set-70.fStopWords_False.fSymbols_False.txt
       2.  y_pred_training-data-set-70.fStopWords_False.fSymbols_False.txt
       3.  y_test_training-data-set-70.fStopWords_False.fSymbols_False.txt
@@ -35,7 +34,7 @@ Project to extract in an automatic way the growth conditions of all enterobacter
          _Resulting file from "get-raw-sentences.sh". **Contains all the GCs.**_ 
    - output
       1. raw-metadata-senteneces.txt.conll  
-         _This file contains **all the words of all the GCs** tagged with its **"lemma" & "POS"**_
+         _This file contains **all the words of all the GCs** tagged with its **"LEMMA" & "POS"**_
 
 **data-sets**
    - report-manually-tagged-gcs