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
Which expendable player can we put in with the sole objective of breaking Beverley's jaw? Mixed Safe User Added
Where's this bitches parents tho. Go home you thot. Mixed Abusive User Added
Where's the pic of her standing again “@ArlisDoNotChill: This bitch looks like Voltorb http://t.co/7cWAtskJwC” Mixed Abusive User Added
Where's the part where Fat Amy goes err wop wobn wefo? #thingspeoplesay @FatAmyPost Mixed Safe User Added
Where's my money, bitch? Mixed Abusive User Added
Where's all my bitches....where did they goooo? Mixed Abusive User Added
Where ya titties lil bitch? Mixed Abusive User Added
Where would me life be without God and @levimitchell.....seriously I'd probably be living In a trash can haha!😂 Mixed Safe User Added
Where this hoe Benga at Mixed Abusive User Added
Where this brolic bitch at ? Lol http://t.co/c0ooYDnq4M Mixed Abusive User Added
Where the hoes at... Mixed Abusive User Added
Where the hoes at ? We looking for the hoes AYEEE 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