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
25506 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| bushe mungulunshi elyo kabili bupubanshi bulechitika pano | Mixed | Hate Speech | User Added |
| banamakwenkwe abafiko kabili ifipuba | Mixed | Hate Speech | User Added |
| abana bobe abakashana banang'ani | Mixed | Hate Speech | User Added |
| umuntu wabula amano | Mixed | Abusive | User Added |
| umuntu wabula insoni | Mixed | Abusive | User Added |
| tamwaba mano mumutwe obe | Mixed | Abusive | User Added |
| ulincenjeshi | Mixed | Abusive | User Added |
| iwe tawa ka chitepo ifya mano pantu uli chiwelewele | Mixed | Hate Speech | User Added |
| Tapali umuntu ukakutemwapo, uli munangani abili uli mubi pamenso | Mixed | Hate Speech | User Added |
| walitumpa sanac, ngatawafyelwefye | Mixed | Hate Speech | User Added |
| tekuti nsedame nomukwashana elyo nshilamupa, nshilefwaya aamone ati ndemubomfyafye | Mixed | Hate Speech | User Added |
| umwanakashi tafwile uuilishanya ukusuka imbale kabili umulumendo tafwile ukuilishanya ukuposa ifisoso panse | 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