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

25504 Records
Phrase Text Dialect Category Label Source
That's real pinchbach I told them niggas watch how everybody that wasn't on the bandwagon jump on the bitch when they get to Austin Mixed Abusive User Added
That's real dedication. .. «@arigold_88 This bitch got diarrhea and still here, shitting up the bathroom.» Mixed Abusive User Added
That's okay minivan, you can run that red light, I'm sure your nail appointment is more important than my life. #bitch Mixed Abusive User Added
That's not catfish stinking up my TL it's sore pussy, my bad. Mixed Abusive User Added
That's not a duck face, that's the result of me walking into a pole once while I was tweeting that you're a retard. Mixed Abusive User Added
That's my young ho I don't want nuthin old but her bank roll Mixed Abusive User Added
That's most niggas RT @TheVoiceOfMiami: Fucking with the wrong bitches got me cold as ice... Mixed Abusive User Added
That's like saying I've had the pinto since 72 RT @Shallow__Al @TonyClevenger dude I've had an iPhone since the beginning. Mixed Safe User Added
That's how you let the beat build bitch. Mixed Abusive User Added
That's how you know who be lying about getting in the pussy..talking about tasting like water and fruit and shit..tf is that? Mixed Abusive User Added
That's how I know the pussy is ready for me “@WhoIsAshanti: @VroomDET @TieMyDuragBoo white people gay.” Mixed Abusive User Added
That's all I'm saying you hoe ass niggas. 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