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
No i dont own the pussy i just sample it!! Mixed Abusive User Added
No hoe shit tho I was bout to say Perro got butt naked bitches doing dishes Mixed Abusive User Added
No half-breed spic has any right to say anything to any Anglo ever, and should be killed for doing so. Mixed Hate Speech User Added
No girls no hoes just me myself and I Mixed Safe User Added
No fucks given about the NFL draft it's baseball season bitch Mixed Abusive User Added
No face no trace pussy boys #SNATCH Mixed Abusive User Added
No cuz redskins are dumpster juice RT @trackinBlackKev: game of the week. still the best rivalry in sports Mixed Safe User Added
No bitch. You slut. RT @ITSBEEBITCH__: @viaNAWF CHILL Mixed Abusive User Added
No bitch, I don?t have anything to hide. I just don?t like people looking through my phone.. Mixed Abusive User Added
No I don't love these hoes and FUCK these niggas Fuckem Mixed Abusive User Added
Nipple banana monkey! Mixed Safe User Added
Nippin these Clarke Motel bitches...they get free pizza EVERY DAY and don't tip shit. Also never give us any business. Game is over. 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