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
Uyu mzinda wa abemba ngati siuzakhala cete nicabwino alasiwe Chibemba Abusive Seeded
Ningafune kuti motoka yakubunka cabe akakambanso mwamene wakambila Chinyanja Abusive Seeded
Nyini (Nini) Mixed Abusive Seeded
Kamba ka uhule wake anamupasa zina zinaya Zambia segula Chinyanja Abusive Seeded
Alina mbolo yake niyonyengela Mixed Abusive Seeded
Sitikhulupulira awa anymata ofipa olo asikakana onyenga Chinyanja Abusive Seeded
Mbolo Mixed Abusive Seeded
Mwamene aendela ungaone kuti ni hule Chinyanja Abusive Seeded
Amuna ambiri mu Zambia alibe ndalama ndipo anakaso Chinyanja Abusive Seeded
Mutu ukulu Mixed Abusive Seeded
Dick head English Abusive Seeded
Mwana waimbwa 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