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
Prejudice. A preconceived awareness based on a majority of interactions. The negative slant comes from libs. Self preservation is the basis. Mixed Safe User Added
Precisely RT @BrandNewAndrew: “@Harold: Soon as y'all break up is when she starts doing the shit she swore she'd never do” like being a hoe Mixed Abusive User Added
Preach RT @POONsoaker: Ugly girls are the way to go man. Nobody got time for you pretty hoes Mixed Abusive User Added
Praise thy lord for this season of beanies that is upon us Mixed Safe User Added
Practically got arrested tonight, not allowed on UTampa grounds for a year now... fml im retarded Mixed Safe User Added
Ppl really can't handle a girl that's not a "yes girl" and says how she feel .. come off as a bitch Mixed Abusive User Added
Power bomb dat hoe Mixed Abusive User Added
Posted a new song: ""guala"" http://t.co/jq3RB6gyQh #music Mixed Safe User Added
Posted a new song: ""guala"" http://t.co/TbpOuto6zR http://t.co/y1RpItkIAf Mixed Safe User Added
Pornographic-oo-oo Don't make you no hoe-oo Mixed Abusive User Added
Porcha grandma really like a nig for real, I should have tried to hollar fo real Mixed Abusive User Added
Porch monkey 4 life #Randell 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