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
@mikecheck_123 try this one Mikey, none of that hick shit...http://youtu.be/Thls_tMuFkc Mixed Abusive User Added
@mikecheck_123 the favorite drink of white trash everywhere.... Mixed Hate Speech User Added
@mikeceeno they say I got too many bitch ... I swear I ain't got the right ones Mixed Abusive User Added
@mike_ray7 congratulations, you are officially fucking retarded. Mixed Hate Speech User Added
@mightyfar they need to stop picking up UFCs trash though and build up there own fighters more. Mixed Safe User Added
@midgetmadz shut your dirty dirt trap you limp knees, ashy footed, blue balls, isolated hamster wheel, no nipples bitch Mixed Hate Speech User Added
@mickeyhart lookin good mick! Mixed Safe User Added
@michigannews13 wow. Thats great language coming from a HS coach, you sure are a role model, you're trash, just like your account Mixed Safe User Added
@michigannews13 an coaches dont put them in positions to be successful, the offensive struggles can all be put on gardner, program is trash Mixed Safe User Added
@michellemcaffey I'll show you how much of a fag I am 😏 Mixed Abusive User Added
@michelle_westt birds of a feather.. Mixed Safe User Added
@michaelray_02 @blakeanderson21 thats life hoes gonna be hoes an you could blame Tammy 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