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
@Flow935 jus wanted to let yáll know hope the hurricane kills your soca sunday trash #LORDWILLIN Mixed Hate Speech User Added
@FloralElephants THE WASP OF ANGRY LEGEND. BEAT IT INTO A SQUISHY PULP!!! Mixed Safe User Added
@FloralElephants *pom poms* YOU MAKE THAT SHIT YEAHHHH Mixed Abusive User Added
@FlightYung that's what I call a crash dummy hoe Mixed Abusive User Added
@FletcherMassie @TelcoAg @rcb05 Go back to mutt, Rev I style. Of course, that would necessitate running over a dog and adopting it. Mixed Safe User Added
@FlawlesS_Dv dont be a bitch smh Mixed Abusive User Added
@FlawlesS_Dv @TehDucKii pussy ass bitch Mixed Abusive User Added
@FlawlesS_Dv @AboutStrafe @NexSmitsky I also like how I'M called the hoe when I've been saying stop. Mixed Abusive User Added
@FixUpMayte @TheRealYoungZel @DivaMonRoe2uHoE I'm destroying this bitch dawg Mixed Abusive User Added
@FixItJESUSx just be a hoe then Mixed Abusive User Added
@Fit4LifeMike @chanelisabeth shut up fuckin beaner Mixed Abusive User Added
@Fit4LifeMike @chanelisabeth hoe don't make me put up screenshots of your texts to me hoe 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