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 hobbies consist of sleeping & subtweeting about random people from school that don't even know me because I'm a judgemental bitch Mixed Abusive User Added
My high school need to gon and throw a hood reunion party. Everybody knows we was ghetto as hell. Mixed Abusive User Added
My head too big for snapbacks😩😔 😭😭😭, I like beanies better anyway👌 Mixed Safe User Added
My hair is trash. I need to put a masque on it.. But that takes so much energy that I don't have. Mixed Safe User Added
My hair is one of a kind so dont ever fix your mouth to say our hair is alike cause guess what hoe IT AINT. Mixed Abusive User Added
My grandpa hooked his friend up with some pussy in Vegas. #Praise Mixed Abusive User Added
My grandma threw out all of my raps. Ones I made from 7th grade to now. I'm literally crying. Thats all my work in the trash. 😒😔😣😢😭😰😡😤😠👿👺🙍 Mixed Safe User Added
My god mother thinks im a stoner because she has someone watch my tweets lmfao, no ya boy clean as nikki minaj pussy Mixed Abusive User Added
My goal one day is to own a nice Rolex and wear that hoe everyday Mixed Abusive User Added
My goal for soccer this year is to get a yellow card every game Mixed Safe User Added
My flow retarded 😎 Mixed Safe User Added
My favorite is #picslip that's a dumb bitch, who just posted a pic and isn't sure she should have or not! 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