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
Lookin at my bitch i bet she give yo ass a bone Mixed Abusive User Added
Looked like you but at the same time looked like some biker bitch or punk rock bitch from a 90's movie Mixed Abusive User Added
Look. Call me chubby. Call me a dumb stoner. Say I'm an asshole. Whatever. But we alllll know I can rap bitch, shut the hell up hahaha. Mixed Abusive User Added
Look rich act poor and never trip over a bitch that ain't yours 💯 Mixed Abusive User Added
Look bitch .. Go and suck a dick I'm a real street nicca I ain't wit Dat sucka shit!! Mixed Abusive User Added
Look at you.. Now look at us.. All my niggas look pussy as fuck Mixed Abusive User Added
Look at you lying ass bitches couldn't finish school stripping on ya mind ass bitches Mixed Abusive User Added
Look at y'all bitches only Hmu when ya wifi on bitches Mixed Abusive User Added
Look at this pussy @YatchakHannah http://t.co/cPyO5YP005 Mixed Abusive User Added
Look at this little faggot. "@Kellz622: Tell her she's beautiful as much as you can. It'll make her smile" Mixed Hate Speech User Added
Look at this fucking kaffirs hairdo. Only a nigger http://t.co/lmWqJ1EtOa Mixed Abusive User Added
Look at this coon ass nigga here..... Standing on a damn toilet, looking around for his manhood...… http://t.co/3WyPsnRLu3 Mixed Hate Speech 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