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
Gehena wamagazi Mixed Safe Seeded
kucedwa Mixed Safe Seeded
Ponyola Mixed Abusive Seeded
Garu Mixed Abusive Seeded
Damn Mixed Safe Seeded
citsiru Mixed Abusive Seeded
citsiru Mixed Abusive Seeded
Panga iwe Mixed Abusive Seeded
Ukaenda ku sitolo yama cainizi ndikokuti upeleka anthu amaiko ena pasogolo, tileke kupasa ndalama zathu kwa anthu oleta citukuko caboza Chinyanja Abusive Seeded
Ndine okhumudwa kamba ka andale azipani zosalamulila kuganiza kuti iwo alibwino kupanda ise, aliense akawaona avala zovala za cipani, tengani zimenezo ndikukopa zinkhope. Chinyanja Abusive Seeded
A isilamu onse ndiwokonda khondo Mixed Abusive Seeded
Ndili ndi nzelu zomenya mtsikana, ndani ali naine? Chinyanja 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