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
I think this nigga retarded G Mixed Hate Speech User Added
I think these bitches tryna set me uuuuhhuuhhhhhp Mixed Abusive User Added
I think its funny how hoes talk bout being faithful. Mixed Abusive User Added
I think every bitch wit a tongue piercing suck dick im just being real Mixed Abusive User Added
I think dat @Miss_Facetious called me a nigger! What do move away from da dark side mean? Mixed Hate Speech User Added
I think all y'all losing y'all niggas Cuz the season changed y'all seasonal hoes 😭 Mixed Abusive User Added
I think all dem hoes on LAHHH regular.... Mixed Abusive User Added
I think ai havent looked at a cloud in a whole minute cus them hoes moving fast asf rn. Mixed Abusive User Added
I think about the fact that dinosaurs evolved into birds every time I eat chicken. Dinosaurs are delicious. Mixed Safe User Added
I think a lot of bitches don't smile in their selfies because their breath stinks and they don't want to steam up their front cameras Mixed Abusive User Added
I think I'm having my guy period today. I have been such an emotional bitch heh heh heh Mixed Abusive User Added
I think I'm gonna walk around the house free as a bird. Mixed Safe 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