metadata
license: mit
datasets:
- CohereForAI/aya_collection_language_split
metrics:
- f1
- recall
- precision
language:
- te
- kn
- gu
- mr
- ml
- bn
- pa
- ta
library_name: transformers
This is based on Kredor's work. But the languages are: Telugu, Tamil, Malayalam, Kannada, Gujarathi, Panjabi, Marathi and Bengali.
----- report -----
precision recall f1-score support
0 0.99 0.99 0.99 18156530
. 0.95 0.95 0.95 987478
, 0.82 0.79 0.80 1064002
? 0.97 0.96 0.97 316902
- 0.94 0.86 0.90 226991
: 0.94 0.96 0.95 262314
accuracy 0.97 21014217
macro avg 0.93 0.92 0.93 21014217
weighted avg 0.97 0.97 0.97 21014217
----- confusion matrix -----
t/p 0 . , ? - :
0 1.0 0.0 0.0 0.0 0.0 0.0
. 0.0 1.0 0.0 0.0 0.0 0.0
, 0.2 0.0 0.8 0.0 0.0 0.0
? 0.0 0.0 0.0 1.0 0.0 0.0
- 0.1 0.0 0.0 0.0 0.9 0.0
: 0.0 0.0 0.0 0.0 0.0 1.0