Zambian Language Trainer Window
Curate local language datasets and trigger asynchronous machine learning training
Multilingual
Select Target Zambian Dialect to Manage & Train:
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Unified (All)
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Chibemba
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Chinyanja
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Chitonga
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Silozi
🇬🇧
English
🌐
Mixed/General
Local Dataset Inspector: All
25506 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| Umuntu uyo ushakwata inchito abomba teti alande ifintu ifyamano muno chalo iyo | Chibemba | Hate Speech | Seeded |
| Abantu abaina tabamonea bwino iyo | Chinyanja | Hate Speech | Seeded |
| Tachaba ichawama ukupila kumitundu shimoshimo mu no Zambia, abengi ba kopo elyo na bukaitemwe | Mixed | Abusive | Seeded |
| Hule | Chinyanja | Abusive | Seeded |
| Hule | Chinyanja | Abusive | Seeded |
| Bana amakono alibe nzelu ndizicitidwe zabwino | Chinyanja | Abusive | Seeded |
| Mfwiti yokalamba yoipa | Mixed | Abusive | Seeded |
| Matako/Bokosi | Mixed | Abusive | Seeded |
| Mwana wahule | Chinyanja | Abusive | Seeded |
| tsiru iza inandinyenga boza, ndimunthu alibe nzelu | Chinyanja | Abusive | Seeded |
| Ndicani cacitika pano elo ndicani cicitika? | Mixed | Abusive | Seeded |
| Hule yochipa yadothi | Chinyanja | Abusive | Seeded |
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