Hugging Face's logo

classla
/
sloberta-frenk-hate

Text Classification
Transformers
PyTorch
Safetensors
Slovenian
camembert
hate-speech
Inference Endpoints
Model card Files Community
1
5roop commited on
Commit
a36b8e8
·
1 Parent(s): c3c89c0

Added fasttext comparison

Browse files
Files changed (1) hide show
  1. README.md +2 -1
README.md CHANGED
@@ -24,13 +24,14 @@ model_args = {
24
 
25
  ## Performance
26
 
27
- The same pipeline was run with two other models and with the same dataset. Accuracy and macro F1 score were recorded for each of the 6 fine-tuning sessions and post festum analyzed.
28
 
29
  | model | average accuracy | average macro F1|
30
  |---|---|---|
31
  |sloberta-frenk-hate|0.7785|0.7764|
32
  |EMBEDDIA/crosloengual-bert |0.7616|0.7585|
33
  |xlm-roberta-base |0.686|0.6827|
 
34
 
35
  From recorded accuracies and macro F1 scores p-values were also calculated:
36
 
 
24
 
25
  ## Performance
26
 
27
+ The same pipeline was run with two other transformer models and `fasttext` for comparison. Accuracy and macro F1 score were recorded for each of the 6 fine-tuning sessions and post festum analyzed.
28
 
29
  | model | average accuracy | average macro F1|
30
  |---|---|---|
31
  |sloberta-frenk-hate|0.7785|0.7764|
32
  |EMBEDDIA/crosloengual-bert |0.7616|0.7585|
33
  |xlm-roberta-base |0.686|0.6827|
34
+ |fasttext|0.669|0.659|
35
 
36
  From recorded accuracies and macro F1 scores p-values were also calculated:
37