Zambian Language Trainer Window
Curate local language datasets and trigger asynchronous machine learning training
Multilingual
Select Target Zambian Dialect to Manage & Train:
🇿🇲
Unified (All)
🇿🇲
Chibemba
🇿🇲
Chinyanja
🇿🇲
Chitonga
🇿🇲
Silozi
🇬🇧
English
🌐
Mixed/General
Local Dataset Inspector: All
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| gay ass fags http://t.co/eqn4gvW42V | Mixed | Hate Speech | User Added |
| fuzzy socks are the actual life | Mixed | Safe | User Added |
| fuk you u stupid twat fuk upd dik suker and wipe that cum off ur lip | Mixed | Abusive | User Added |
| fucking queer | Mixed | Abusive | User Added |
| fucking hot boots. Who doesnt love a boot boy. Lick those soles clean. http://t.co/tHnVlldUt8 | Mixed | Abusive | User Added |
| fucking CHRIST i hate tutors and TAs. you literally get paid to teach retards to stop picking their nose. GET THE FUCK OUTTA MY FACE | Mixed | Hate Speech | User Added |
| fuckin twats. 💖🌸 http://t.co/tBQjheV08b | Mixed | Abusive | User Added |
| fuck your an bitch | Mixed | Abusive | User Added |
| fuck u bitch — fuck u bitch http://t.co/oZPs1ZHObc | Mixed | Abusive | User Added |
| fuck twitter i aint getting on this bitch no more ✌️😡🔫 | Mixed | Abusive | User Added |
| fuck this fat mexican bitch. | Mixed | Abusive | User Added |
| fuck ray rice ,someone crack that bitch | Mixed | Hate Speech | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload a custom CSV file to bulk import training data across all languages. Required columns: phrase (or text), category (0=Hate, 1=Abusive, 2=Safe), and optionally language.
Model Training Control
20%
Evaluation Results
Trained Algorithm:
Decision Tree
ACCURACY
F1 SCORE
Confusion Matrix Grid
46
0
0
2
41
4
0
0
47
Columns: Predicted
Rows: Actual
Algorithm Accuracy Graph