Tweaks in the evaluation script.

src/lambo/examples/run_evaluation.py

 """
-Evaluation of available model by comparing to UD gold standard
+Evaluation of available models by comparing to UD gold standard
 """
 from pathlib import Path
 
@@ -10,8 +10,8 @@ from lambo.segmenter.lambo import Lambo
 from lambo.segmenter.spacy import Spacy_segmenter
 
 if __name__ == '__main__':
-    modelpath = Path.home() / 'PATH-TO/models/vanilla/'
-    modelPpath = Path.home() / 'PATH-TO/models/full'
+    modelpath = Path.home() / 'PATH-TO/models/full211-s/'
+    modelPpath = Path.home() / 'PATH-TO/models/full213-withunk/'
     tmp_path = Path.home() / 'PATH-TO/out/tmp.conllu'
     
     treebanks = [line.split(' ')[0] for line in
@@ -22,19 +22,19 @@ if __name__ == '__main__':
     # Load spaCy segmenter as baseline
     spacy = Spacy_segmenter()
     
-    segmenters = {'spaCy': spacy, 'LAMBO': None, 'LAMBO pretrained': None}
+    segmenters = {'spaCy': spacy, 'LAMBO': None, 'LAMBO modified': None}
     
     print('Treebank\tMeasure (F1)\t' + '\t'.join(segmenters))
     for treebank in treebanks:
         # Load LAMBO segmenter
         lambo = Lambo.from_path(modelpath, treebank)
-        # Load pretrained LAMBO segmenter
+        # Load modified LAMBO segmenter
         lamboP = Lambo.from_path(modelPpath, treebank)
         
         segmenters['LAMBO'] = lambo
-        segmenters['LAMBO pretrained'] = lamboP
+        segmenters['LAMBO modified'] = lamboP
         
-        data_path = Path.home() / 'data' / 'lambo' / 'ud-treebanks-v2.9' / treebank
+        data_path = Path.home() / 'data' / 'lambo' / 'ud-treebanks-v2.11' / treebank
         text_file = list(data_path.glob('*-ud-test.txt'))
         if len(text_file) != 1:
             continue