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
Day juan at the Jim, and Im in total bitch mode for hopefully a week. Ty @RealWallieWall Mixed Abusive User Added
Dawg, what the fuck happened to "so and so" where did they go? Too worried bout bitches and fashion they go missing in action.. Mixed Abusive User Added
Dawg!! RT @Chill__Cosby: Man this about to be another trash Thursday night game Mixed Safe User Added
Dawg oriental flavored noodles go so fuckin hard b RT @J_Dun54: @ItsNotHarold Lmfaoo! Fuckin coon. Smh Mixed Abusive User Added
Dawg ass hoes Mixed Abusive User Added
David is my bitch Mixed Abusive User Added
David is bitch made #HeIsMyBitch Mixed Abusive User Added
Dave Chappelle turned into a BEAST! he WISHES someone would tell him "I'm Rick James bitch" so he can whoop that ass! http://t.co/eISMe6kXks Mixed Abusive User Added
Dats y I don't argue wit Dese bitches lol Mixed Abusive User Added
Dating you would be like Darnell dating that fatal attraction bitch Brandy lol Mixed Abusive User Added
Date a thug because you know they won't pussy out when it comes to defending you. #felonsplease Mixed Abusive User Added
Dat nicca paper Fuwop n da booth 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