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
If she'll tell you she's a "badd bitch" then listen. She's bad for your health! Mixed Abusive User Added
If she wears these to dinner then she's paying for her own food because Im treating that bitch like a stranger..... http://t.co/Pm5AA6PlW0 Mixed Abusive User Added
If she makes a good sandwhich and she give a good blowy, wife dat hoe up. That way you can eat while she eatting Mixed Abusive User Added
If she know yo name way before you meet her, then dat bitch a EATTA! Mixed Abusive User Added
If she hates being kissed in the mouth she a hoe.Tell me different. Mixed Abusive User Added
If she dont appreciate that and say yes. The bitch aint real. Mixed Abusive User Added
If she aint talkin to you , then who she talking to ? Cus you know bitches cant stop talking #TrustIssues Mixed Abusive User Added
If she ain't yo lady u better not text her ass good morning quit treating these side hoes like wifey material Mixed Abusive User Added
If she a hoe on social media she a hoe in real life too Mixed Abusive User Added
If she a hoe I'm a hoe. Mixed Abusive User Added
If pussy lips could talk ill go down there like it's whispering Mixed Abusive User Added
If only you bitches REALLY knew 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