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 wanna hot body You wanna Bugatti You wanna Maserati You better rob a bank bitch Mixed Abusive User Added
You wanna find hoes on here? Just follow the chicks who reply with heart eyes under sex gifs Mixed Safe User Added
You unfollowed me? You dumb cunt!! Jk..I don't blame you. Mixed Abusive User Added
You tried me hoe. I can sinf Mixed Abusive User Added
You trash tho RT @OME23Y: Edgewood Basketball court NOW!!!! Mixed Abusive User Added
You too old to be on Twitter, crying like a bitch... Mixed Abusive User Added
You thought I was playin when I cut that bitch off Mixed Abusive User Added
You think you're pussy is wet? My kitten drowned two days ago. Mixed Abusive User Added
You think she classy niggah but she really ratchet Mixed Abusive User Added
You think I'd learn by now that once red flag bullshit appears to gtfo. But nooooo I have to have faggot ass faith in people. Mixed Abusive User Added
You think America has crooked laws?Women in other countries get executed in the street for shoning.You American hoes wouldn't make it. Mixed Abusive User Added
You the bitch nigga type, you ain't never had a fight. 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