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
You nigguhs glorifying pussies Mixed Abusive User Added
You niggaz is bitches better yet actresses da k hit ya ass nd flip you like a pissy mattress Mixed Abusive User Added
You niggas that would rather your girl wear jeans and Js instead of a tight dress and heels are faggots.. Mixed Abusive User Added
You niggas talking to these females trying to get some pussy but dont realize you're only boosting their ego and getting curved. Mixed Abusive User Added
You niggas puttin bitches you haven't even fucked yet on a pedestal. Scratch her off your hit list b. You ain't never hittin that. Mixed Abusive User Added
You nigga eating these hoes pussy but they ain't worth it Mixed Abusive User Added
You never invite me anywhere, yet you bitch about it when I do it to you? No. Mixed Abusive User Added
You never heard "i think i have weed poisoning" cause it dont exist hoe Mixed Abusive User Added
You need a nicca like me to bring that freak outta you Mixed Abusive User Added
You need a muzzle for your horse face bitch. Mixed Abusive User Added
You must be retarded “@YahAriah: “@septicaIs: Quote with a thirst trap 😈”👅👅👅 http://t.co/qPZx198vNt” Mixed Abusive User Added
You must be part of the cat family. . Cuz you're a fucking 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