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
Bull color schemes? DULL, you stupid bitch. DUKE WEARS BOLD PASTEL COLORS. Bull makes no sense. Mixed Abusive User Added
Build a bear <<<< build a bitch Mixed Abusive User Added
Buddy slapped his rent stress out on that messy bitch. What I done told u hoes bout New York niggas & they temper? #TrainVideo Mixed Abusive User Added
Buddy drug the whole train lmao good ... extra ass hoes Mixed Abusive User Added
Buddy a fruit “@Deion_MVO: @Vonteeeeee Brandon said you a dirty ass coon” Mixed Abusive User Added
Bt dubz, ur best pals bitch about u to me quite often... #stoplivingafuckinglie #hatredisincreasing Mixed Abusive User Added
Bt bitches && niggahs always had there hand out Mixed Abusive User Added
Bsd bitch make it clap Mixed Abusive User Added
Bryant must think he's so cute going out w his stupid ass friends and leaving me here but watch when he gets back 👊💥👊💢👊✨ lil bitch Mixed Abusive User Added
Brutus looking girl getting off the elevator as I'm walking into a different one... No bitch u can't come in, u can't u can't come in. Mixed Abusive User Added
Bruised ankle is a bitch Mixed Abusive User Added
Bruhhhh hoes ass laws had to fuck up the fun 😔😔 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