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
Mommy said no pussy cats inside my dawgs house Mixed Safe User Added
Momma always told me I was crazy and the hoes say I'm amazing but I don't listen to a lady Mixed Abusive User Added
Momma always told me I was crazy , am the hoes say I'm amazing but I don't listen to a lady ! Mixed Abusive User Added
Mom: "heard a song about some guy with bitches, and a long something or other so he could fuck the world for 72 hours or something..." lolol Mixed Abusive User Added
Mom you've been a real bitch lately Mixed Abusive User Added
Mom said I couldn't have chocolate milk past nine so I punched that bitch in the pussy #satan 😎 Mixed Abusive User Added
Mom really came in and found anything possible to bitch about Mixed Abusive User Added
Mom just called me a rude ass hoe #rude Mixed Abusive User Added
Molly's that bitch you love when she comes but hate when she goes.. Mixed Abusive User Added
Molly make bitches crazy Mixed Abusive User Added
Molly and Ellie need the teas, so #CafeShaw bound I go. Everyone else is off to Amsterdam I couldn't get time off so hey ho 8-) Mixed Safe User Added
Modern day singers talk about the same shit rappers talk about lol....hoes 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