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 |
|---|---|---|---|
| Ambuye mulungu iwe! | Mixed | Abusive | User Added |
| nyama ilibe nsoni | Mixed | Abusive | User Added |
| cipuba! | Mixed | Safe | User Added |
| coipa/satana | Mixed | Abusive | User Added |
| Siucita bwino zinthu zambiri, ndiwe cabe waulesi, coina kuipa | Mixed | Safe | User Added |
| Kulibe azakakukonda ndiwe mulesi, oina na kuipa | Mixed | Abusive | User Added |
| Ndiwe opusa, sembe siunabadwe | Mixed | Safe | User Added |
| Sindifuna kugona msumbali wanga cifukwa nikalibe kumukwatira ndaba ndinvera monga ndimusebenzesa chabe. | Mixed | Safe | User Added |
| Mkadzi safunika kudandaula kuwamya nyumba yake ndiponso mwamuna safunika kudandaula kupeleka zinyalala panja | Mixed | Safe | User Added |
| Siningakhale nizonda silu ina, nilina zambiri zocitika | Mixed | Abusive | User Added |
| The shit you hear about me might be true or it might be faker than the bitch who told it to you | Mixed | Abusive | User Added |
| Ndiwe cabe wokambitsitsa | Mixed | Safe | 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