Zambian Language Trainer Window
Curate local language datasets and trigger asynchronous machine learning training
Multilingual
Select Target Zambian Dialect to Manage & Train:
🇿🇲
Unified (All)
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Chibemba
🇿🇲
Chinyanja
🇿🇲
Chitonga
🇿🇲
Silozi
🇬🇧
English
🌐
Mixed/General
Local Dataset Inspector: All
25506 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| abiye uko | Mixed | Abusive | User Added |
| Lufyono | Mixed | Abusive | User Added |
| Umupupu | Mixed | Abusive | User Added |
| Bonse bamwisa balefwaika ukubwelela kumwabo, bena baletafye ubupupu muno chalo | Mixed | Hate Speech | User Added |
| ukupambuka | Mixed | Abusive | User Added |
| ubuloshi | Mixed | Abusive | User Added |
| ukutomba | Mixed | Abusive | User Added |
| ichipumbu | Mixed | Abusive | User Added |
| bunda bwabusuma nelyo nimbulya mano | Mixed | Hate Speech | User Added |
| icipuba | Mixed | Abusive | User Added |
| ishilu lya muntu | Mixed | Abusive | User Added |
| tuli namapange ya kuma kabili no kubomfya amaka ukulala nabo bonse abanakashi abashifwele bwino | 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