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
Dat nicca had Jordan cleats! Mixed Abusive User Added
Dat hoe smelt like she was on her period 😂😂😂 Mixed Abusive User Added
Dat da bad thing bout being colored. Day bring me in to fight but don't vite me to da victory partay Mixed Safe User Added
Dat bitch wild as shit lls Mixed Abusive User Added
Dat bitch mouth made da honor roll Mixed Abusive User Added
Dat bitch had noo cheeks! Mixed Abusive User Added
Dat bitch gotta lay on her back to pee https://t.co/Psf2Q4WUqS Mixed Abusive User Added
Dat bitch a Thot Mixed Abusive User Added
Darkies DGAF! RT @Maxin_Betha @80sbaby4life gotta chill wit his yellow #4thofJulyFly outfit man RT @dominicanraf http://t.co/uImF6sDI Mixed Safe User Added
Dark skinned girls with blonde hair need to stop it. The only bitch that can rock that is Dijonay from The Proud Family. Mixed Abusive User Added
Danny Chris and I should not be allowed out in public together #cunts Mixed Abusive User Added
Danny Brown better put out more music before he ODs, that dude is out his fuckin bird 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