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 |
|---|---|---|---|
| uyumtundu ulibe mwambo | Mixed | Abusive | User Added |
| Ndiwe munthu onvetsa kuipa | Mixed | Abusive | User Added |
| nimuthu ozikonda onvetsa kuipa | Mixed | Abusive | User Added |
| Ana anu amacita zinthu mopilira, kapena nimulandu wobadwa kuumphawi | Mixed | Abusive | User Added |
| anthu afupi onse ali ndi majini ocepa | Mixed | Hate Speech | User Added |
| ununkha monga cishupu coola | Mixed | Abusive | User Added |
| ndichani udza khalira monga imbwa? | Mixed | Abusive | User Added |
| ndiwe opyipa kwambiri | Mixed | Abusive | User Added |
| ndiwe muthu ofuntha | Mixed | Abusive | User Added |
| ulube nchito | Mixed | Abusive | User Added |
| Kumanveka bwanji kukhala munthu alibe phindu? | Mixed | Abusive | User Added |
| ndiwe tsiru | Mixed | Abusive | 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