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 |
|---|---|---|---|
| Bonse abamulukuta lwa bachawa bena nibantala misoka kabili babi imitima | Mixed | Hate Speech | User Added |
| ala ndi ne chilaka chakutoba umwanakashi ikofi, bushe ninani uwalangafwilishako | Mixed | Hate Speech | User Added |
| Aba ababemba nga tabekele tondolo, bala fwaika uku balasa imfuti | Mixed | Hate Speech | User Added |
| chikaba achawama nganshi nga chakwebati bakakupunke na motoka ubushiku ukesula ichinwa chobe no kusabaila | Mixed | Hate Speech | User Added |
| Icinyo | Mixed | Abusive | User Added |
| pamulandu wa bunamakwenkwe bwakwe, abantu bamwita ati umwanaashi wabonse mu calo ca Zambia | Mixed | Hate Speech | User Added |
| Ena aba nobwamba ubukulu nganshi | Mixed | Hate Speech | User Added |
| Tekuti tuchetekele aba balumendo, bena nimbwafye shabantu | Mixed | Abusive | User Added |
| Chikala | Mixed | Abusive | User Added |
| Ukumonafye efyo ena enda, kwishiba ati ena ni makwenkwe | Mixed | Hate Speech | User Added |
| Bashitata abengi muno Zambia ninchushi kabili baba nakaso | Mixed | Hate Speech | User Added |
| Ichimutwe | 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