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
My mf dawggg 💯💯💯🙈🙈 I miss this hoe man http://t.co/6NokkwiKRL Mixed Abusive User Added
My mentions & tl moving fast af sorry if I'm flooding yo shit I'm lowkey tryna get off this hoe for yall Mixed Abusive User Added
My managers a stupid cunt yes I said it Mixed Hate Speech User Added
My manager is retarded bruh always asking siri some spellings. 😂😂😂 ..this nigga is dum af doe Mixed Abusive User Added
My manager @7FLyy new brand | PRE - ORDER NOW w/ (404) 394-1570  --> @sevenflyy "Red Lust" & "Cherry White" beanies http://t.co/LxjMBCTgJj Mixed Safe User Added
My mama made me some brownies they was everything 😩 Mixed Safe User Added
My mains riri22barbie georgegia yessssss #ladykimora turntup. #vegas bitches 😍😍 http://t.co/w7vKBT2NBp Mixed Abusive User Added
My main girl Tryna get a blessing why my side hoe Tryna get affection Mixed Abusive User Added
My main bitch is a ghost Mixed Abusive User Added
My main bitch called to tell me she missed me. ❤️😘 super cute love you boo. @Morgaanita Mixed Abusive User Added
My main bitch and my side bitch mad at me, I could give two fucks.... all I need is two cups Mixed Abusive User Added
My main bitch & my side bitch mad at me I could give two fuckssss 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