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
Panga iwe Mixed Abusive User Added
Ukaenda ku sitolo yama cainizi ndikokuti upeleka anthu amaiko ena pasogolo, tileke kupasa ndalama zathu kwa anthu oleta citukuko caboza Mixed Abusive User Added
Ndine okhumudwa kamba ka andale azipani zosalamulila kuganiza kuti iwo alibwino kupanda ise, aliense akawaona avala zovala za cipani, tengani zimenezo ndikukopa zinkhope. Mixed Abusive User Added
A isilamu onse ndiwokonda khondo Mixed Abusive User Added
Ndili ndi nzelu zomenya mtsikana, ndani ali naine? Mixed Abusive User Added
Uyu mzinda wa abemba ngati siuzakhala cete nicabwino alasiwe Mixed Abusive User Added
Ningafune kuti motoka yakubunka cabe akakambanso mwamene wakambila Mixed Abusive User Added
Nyini (Nini) Mixed Abusive User Added
Kamba ka uhule wake anamupasa zina zinaya Zambia segula Mixed Abusive User Added
Alina mbolo yake niyonyengela Mixed Abusive User Added
Sitikhulupulira awa anymata ofipa olo asikakana onyenga Mixed Abusive User Added
Mbolo Mixed Abusive User Added

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