Hugging Face's logo

GEODE
/
bert-base-multilingual-cased-place-entry-classification

Text Classification
Safetensors
French
bert
Model card Files
xet
Community
lmoncla commited on
Commit
a710349
·
verified ·
1 Parent(s): 30fc74f

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +17 -22
README.md CHANGED
@@ -75,39 +75,34 @@ The datasets have the following distribution of entries among datasets and class
75
  ## Evaluation
76
 
77
 
78
- * Overall weighted-average model performances
79
-
80
-
81
 
82
  | | Precision | Recall | F-score |
83
  |---|:---:|:---:|:---:|
84
- |0.98 | 0.98 | 0.98 | 1301|
 
85
 
 
86
 
 
 
 
87
 
88
 
89
  * Model performances (Test set)
90
 
91
  | | Precision | Recall | F-score | Support |
92
  |---|:---:|:---:|:---:|:---:|
93
- | Ville | 0.99 | 0.99 | 0.99 | 921|
94
- | Île | 0.98 | 0.98 | 0.98 | 125|
95
- | Région | 0.94 | 0.95 | 0.94 | 93|
96
- | Rivière | 0.97 | 1.00 | 0.99 | 74|
97
- | Montagne | 0.91 | 0.97 | 0.94 | 31|
98
- | Pays | 0.93 | 0.87 | 0.90 | 15|
99
- | Mer | 0.87 | 1.00 | 0.93 | 13|
100
- | Autre | 0.42 | 0.45 | 0.43 | 11|
101
- |ConstructionHumaine | 0.89 | 0.80 | 0.84 | 10|
102
- | Lac | 1.00 | 1.00 | 1.00 | 8|
103
-
104
-
105
-
106
-
107
-
108
-
109
-
110
-
111
 
112
 
113
 
 
75
  ## Evaluation
76
 
77
 
78
+ * Overall macro-average model performances
 
 
79
 
80
  | | Precision | Recall | F-score |
81
  |---|:---:|:---:|:---:|
82
+ |0.81 | 0.85 | 0.83 | 1301|
83
+
84
 
85
+ * Overall weighted-average model performances
86
 
87
+ | | Precision | Recall | F-score |
88
+ |---|:---:|:---:|:---:|
89
+ |0.97 | 0.97 | 0.97 | 1301|
90
 
91
 
92
  * Model performances (Test set)
93
 
94
  | | Precision | Recall | F-score | Support |
95
  |---|:---:|:---:|:---:|:---:|
96
+ | Ville | 0.99 | 0.98 | 0.99 | 921|
97
+ | Île | 1.00 | 0.98 | 0.99 | 126|
98
+ | Région | 0.90 | 0.94 | 0.92 | 93|
99
+ | Rivière | 0.96 | 0.97 | 0.97 | 75|
100
+ | Montagne | 0.91 | 0.94 | 0.92 | 31|
101
+ | Pays | 0.78 | 0.88 | 0.82 | 16|
102
+ | Mer | 0.86 | 0.92 | 0.89 | 13|
103
+ |ConstructionHumaine | 0.47 | 0.70 | 0.33 | 10|
104
+ | Lac | 0.89 | 0.89 | 0.89 | 9|
105
+ | Autre | 0.33 | 0.33 | 0.33 | 6|
 
 
 
 
 
 
 
 
106
 
107
 
108