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
ndiwe tsiru Mixed Abusive Seeded
citsiru cabe Mixed Abusive Seeded
cinthu coipa Mixed Abusive Seeded
alibenzelu Chinyanja Abusive Seeded
Kugwedeza Mixed Abusive Seeded
citserekwete/citsiru Mixed Abusive Seeded
Kubera Mixed Abusive Seeded
Ukhala mnyumaba yamako iwe munthu wacabecabe amene sagwirizana ndi anthu Chinyanja Abusive Seeded
Munthu wacilimbikitso amene mumanvelera avomera kukagwira nchito kuiko ina, anthu inu mulibe cilungamo padziko Chinyanja Abusive Seeded
Munthu wamtundu wacitonga sadzakalamulira dziko ino, koma ine nikafa Chinyanja Abusive Seeded
Tsadzaka bwelera mkulamulira cifukwa tidziwa kuti iwo ali ndinzelu zakuba Chinyanja Abusive Seeded
Imwe akadzi mumalila palibe na cinthu canzeru Mixed Abusive Seeded

Add Local Phrase

Batch Import CSV

CSV Only

Upload 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