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
@CruzanChoklate look at you with yellow fever. Mixed Safe User Added
@Crowe_FaShow cause of the loads of pussy you get right Mixed Abusive User Added
@Crewz76 I miss Tupac rap offs hillbilly Mixed Safe User Added
@CreoleBabyBritt Don't make me draw you like one of my Franch bitches, heffa. Mixed Abusive User Added
@CreoleBabyBritt @blurbette @thepbg The same guy who thinks he can slang around "bitch" without it being offensive, apparently. Mixed Abusive User Added
@Crackerboyy these hoes really out here Mixed Abusive User Added
@CrackerJhak Because you're a fag Mixed Hate Speech User Added
@CountryRedBelle I thought you'd get the hint that we know you're a fake cunt and delete your fake account. Mixed Abusive User Added
@Cotton_Candy9 lmaoooo aye people person so you know lil Rico got hoes hahaha Mixed Abusive User Added
@Cotton_Candy9 hell Idk who did but that pussy better be golden Mixed Abusive User Added
@Cotton_Candy9 god wrote em now think again coon Mixed Abusive User Added
@CoronaDior just found u and fuck is my cock hard! Love your dripping pussy 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