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 |
|---|---|---|---|
| Ukhala mnyumaba yamako iwe munthu wacabecabe amene sagwirizana ndi anthu | Mixed | Abusive | User Added |
| Munthu wacilimbikitso amene mumanvelera avomera kukagwira nchito kuiko ina, anthu inu mulibe cilungamo padziko | Mixed | Abusive | User Added |
| Munthu wamtundu wacitonga sadzakalamulira dziko ino, koma ine nikafa | Mixed | Abusive | User Added |
| Tsadzaka bwelera mkulamulira cifukwa tidziwa kuti iwo ali ndinzelu zakuba | Mixed | Abusive | User Added |
| Imwe akadzi mumalila palibe na cinthu canzeru | Mixed | Abusive | User Added |
| Kulibe akukonda, unaonesa anthu utsiru, amaonetsa cabe monga akukonda | Mixed | Abusive | User Added |
| Ndiwe imbwa yoipa mtima, yopanda nzelu | Mixed | Abusive | User Added |
| Ukawalala kwa abemba ndimkhalidwe | Mixed | Hate Speech | User Added |
| Kumanyoko | Mixed | Abusive | User Added |
| Chitani/Coka apa | Mixed | Abusive | User Added |
| Pamatako | Mixed | Abusive | User Added |
| Nini yako | 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