MattStammers commited on
Commit
0e4b38d
·
1 Parent(s): b4e95ca

performance metrics updated

Browse files
Files changed (1) hide show
  1. README.md +2 -1
README.md CHANGED
@@ -109,7 +109,8 @@ Full evaluation metrics are available in the paper with a summary below
109
 
110
  | Model | Doc Coverage | Accuracy | Precision | Recall | Specificity | NPV | F1 Score | MCC |
111
  |------------|------------------|----------------------------------|----------------------------------|----------------------------------|----------------------------------|----------------------------------|----------------------------------|----------------------------------|
112
- | DistilBERT | 768 (100.00%) | 91.93% (CI: 89.79% - 93.65%) | 92.10% (CI: 89.78% - 93.92%) | 98.38% (CI: 97.04% - 99.12%) | 65.79% (CI: 57.94% - 72.86%) | 90.91% (CI: 84.07% - 94.99%) | 95.13% (CI: 94.14% - 96.20%) | 0.7298 (CI: 0.6624 - 0.7898) |
 
113
 
114
  #### Summary
115
 
 
109
 
110
  | Model | Doc Coverage | Accuracy | Precision | Recall | Specificity | NPV | F1 Score | MCC |
111
  |------------|------------------|----------------------------------|----------------------------------|----------------------------------|----------------------------------|----------------------------------|----------------------------------|----------------------------------|
112
+ | DistilBERT | 768 (100.00%) | 90.08% (CI: 87.10% - 92.44%) | 90.48% (CI: 87.29% - 92.93%) | 97.94% (CI: 95.98% - 98.95%) | 58.33% (CI: 48.34% - 67.69%) | 87.50% (CI: 77.23% - 93.53%) | 94.06% (CI: 92.59% - 95.30%) | 0.6624 (CI: 0.5724 - 0.7458) |
113
+
114
 
115
  #### Summary
116