From bcb19a196125835dbf388ed127649b032f71a67c Mon Sep 17 00:00:00 2001 From: JB Polle Date: Fri, 12 Mar 2021 17:53:07 +0000 Subject: [PATCH] Update README.md --- README.md | 28 +++++++++++++++------------- 1 file changed, 15 insertions(+), 13 deletions(-) diff --git a/README.md b/README.md index e1d62e7..28e5552 100644 --- a/README.md +++ b/README.md @@ -77,26 +77,28 @@ nlp("Apple est créée le 1er avril 1976 dans le garage de la maison d'enfance d ``` -## Model performances +## Model performances (metric: seqeval) Global ``` -'precision': 0.8852223816355811 -'recall': 0.8977156991124691 -'f1': 0.8914252690890703 +'precision': 0.8830965723967158 +'recall': 0.8915789473684211 +'f1': 0.8873174883781837 ``` By entity ``` -'PER': {'precision': 0.9367143476376246, - 'recall': 0.9583148558758315, - 'f1': 0.9473914949583516, - 'number': 2255}, -'MISC': {'precision': 0.831053901850362, - 'recall': 0.815955766192733, - 'f1': 0.823435631725787}, 'LOC': {'precision': 0.8701754385964913, 'recall': 0.8878281622911695, - 'f1': 0.8789131718842291} - ``` + 'f1': 0.8789131718842291}, +'MISC': {'precision': 0.831053901850362, + 'recall': 0.815955766192733, + 'f1': 0.823435631725787}, +'ORG': {'precision': 0.8620199146514936, + 'recall': 0.8335625859697386, + 'f1': 0.8475524475524475}, + 'PER': {'precision': 0.9367143476376246, + 'recall': 0.9583148558758315, + 'f1': 0.947391494958} + ```