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
Real nigga need a real bitch. Just somebody I can chill with.👫❤ Mixed Abusive User Added
Real niccas relate fuk niccas perpetrate Mixed Abusive User Added
Real love hard to find when these bitches try to fake it with me Mixed Abusive User Added
Real bitches who really hungry won't be out here arguing with bitches on twitter straight flexin Mixed Abusive User Added
Real basketball players get disappointed when they throw something in the trash can and miss Mixed Safe User Added
Real Niggas and Bad bitches have 2 things in common. You're both ignorant as fuck & neither of you know that you're Kings and Queens. Mixed Abusive User Added
Ready to go get my fried Oreos Mixed Safe User Added
Ready to bounce out dis bitch Mixed Abusive User Added
Reading the ut sexual assault case takes me back 2 college.I'll never forget D Walk would say dont run trains on them hoes.Straight Trouble Mixed Abusive User Added
Reaaallly wish I had more milk for Oreos. Lol Mixed Safe User Added
Re: Alexander Skarsgard, my roommate has declared: "He's a sexy albino lizard. i dont know how that's sexy, but it kinda is." Mixed Safe User Added
Ray rice had that bitch of the xans and the lean all in one punch 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