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
RT @BroCulture: Dive in the pussy like http://t.co/0YboIklkbt Mixed Abusive User Added
RT @Brittanny188: Pull up on my ex make that bitch mad😂😂💀💀 Mixed Abusive User Added
RT @Brit_Stratton: Me: My bitch face is on point. @zzachbarness: That's 24/7. #Thanks Mixed Abusive User Added
RT @Brit_Stratton: Justification of my bitch face. Thanks @zzachbarness. http://t.co/A6giLjeE4x Mixed Abusive User Added
RT @BrickyardBeezy: I'm money hungry man these bitches can't do nuffin for me Mixed Abusive User Added
RT @BrickyardBeezy: I used to chase hoes now it's Dollar$igns Mixed Abusive User Added
RT @Brickannn: These bitches are slutty enough without the costumes lol damn Mixed Abusive User Added
RT @BriannaLovesA: I'm so sick head colds suuuck. And on top of that @justusabbott had to challange me to a beer chug 😷😷 Mixed Safe User Added
RT @BriannaChevonne: Birds of a feather flock 2gether. Hoes friends with hoes. Bitter women be with other bitter ones. Haters be with hater… Mixed Abusive User Added
RT @BriannDominguez: Green and yellow -lil Wayne 💛💚💯💯💯💯 Mixed Safe User Added
RT @BriannDominguez: Gasoline - daddy Yankee 💯👌 Mixed Safe User Added
RT @BriannDominguez: Don't unfollow I got the app bitch 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