Update README.md

README.md

@@ -4,6 +4,7 @@ tags:
 - token-classification
 language:
 - en
+license: cc-by-nc-sa-3.0
 model-index:
 - name: en_Coff_Ev1
   results:
@@ -13,27 +14,36 @@ model-index:
     metrics:
     - name: NER Precision
       type: precision
-      value: 0.9794285714
+      value: 0.9673151751
     - name: NER Recall
       type: recall
-      value: 0.9731264194
+      value: 0.9872915012
     - name: NER F Score
       type: f_score
-      value: 0.9762673249
+      value: 0.9772012579
 ---
-Last version was terrible, so it had to be updated
+Your Coffee Ordered at the Speed of Sound
+
+For citations please use the included ```refs.bib``` this project was a collaboration between five students with a common goal of simplifying the ordering process. 
+
+You *are permitted* to use this software for any projects, however this is *not permitted* for use in any commerical instances under our ```cc-by-nc-sa-3.0``` <br>
+license without explicit permissions from the author(s).
+
+
 
 | Feature | Description |
 | --- | --- |
 | **Name** | `en_Coff_Ev1` |
-| **Version** | `1.4.0` |
+| **Version** | `1.3.2` |
 | **spaCy** | `>=3.4.3,<3.5.0` |
 | **Default Pipeline** | `tok2vec`, `ner` |
 | **Components** | `tok2vec`, `ner` |
 | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
 | **Sources** | n/a |
-| **License** | n/a |
-| **Author** | [n/a]() |
+| **License** | `cc-by-nc-sa-3.0` |
+| **Author** | [C.Bruinsma,I.Chi,J.Feliciano,J.Li,D.Paden]() |
+
+*THIS SOFTWARE IS PROVIDED AS IS BY ITS AUTHORS UNDER NO WARRANTY OF ITS FUNCTION.*
 
 ### Label Scheme
 
@@ -51,8 +61,8 @@ Last version was terrible, so it had to be updated
 
 | Type | Score |
 | --- | --- |
-| `ENTS_F` | 97.63 |
-| `ENTS_P` | 97.94 |
-| `ENTS_R` | 97.31 |
-| `TOK2VEC_LOSS` | 97244.26 |
-| `NER_LOSS` | 497166.40 |
+| `ENTS_F` | 97.72 |
+| `ENTS_P` | 96.73 |
+| `ENTS_R` | 98.73 |
+| `TOK2VEC_LOSS` | 54858.85 |
+| `NER_LOSS` | 427986.33 |