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
Did you all hear this #bundy redneck? Someone should show him how niggas play. Mixed Abusive User Added
Did we just become best friends with these hoes on the boat? Well probably so but we don't love em tho Mixed Abusive User Added
Did this bitch really just ask me do I have a badge to be in this building while going to my floor. White people just don't change at all. Mixed Abusive User Added
Did the Italian bird just call Janet a calzone? #UNCLEtweet Mixed Safe User Added
Did one of the biggest hoes around really just retweet that?😒 Mixed Abusive User Added
Did la mulatta just refer to herself as a darkie? @thejournalista @huny @gwarbucks @tygress Mixed Abusive User Added
Did he say wayne chung bitch ? Mixed Abusive User Added
Did he say the tastiest cuts or cunts?? Mixed Abusive User Added
Did everyone else's parents use to refer to the Power Puff Girls as "Powder Puff Girls", or were mine just exceptionally retarded? Mixed Safe User Added
Did Miguel just "Hulkamania Leg Drop" a bitch from the top rope??? Mixed Abusive User Added
Did I just see a white bitch getting licked between her legs by a dog? Nasty fuck! Mixed Abusive User Added
Dick so little ugly hoes tryna find me. 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