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
Hey @DreamShakeSBN fans. If anyone is wondering what the yellow tab on the back of the collar for - it's for teams that have won a champion Mixed Safe User Added
Heres a thought you dont have a valentine bc your a mean ugly bitch haha Mixed Abusive User Added
Here yall hoes go dicc ridin& shit Mixed Abusive User Added
Here we go this fat bitch started talking and now will never stop Mixed Abusive User Added
Here we go brownies here we go! WOOF WOOF! Mixed Safe User Added
Here this nigga go RT @ZigzagsxKush: Damn dark skinned hoes be havin all that ass but be lookin like pokemons 😩😫 Mixed Abusive User Added
Here this bitch go ... Lol Mixed Abusive User Added
Here some kimora boobies for you 💋 🔪 this is how unlock before I slice a bitch. #kimorablac… http://t.co/xGb0Th91LJ Mixed Abusive User Added
Here I go! Welcome to the titty show. Typa ass i see in a video. When I fuck, nut in you like a silly hoe. http://t.co/MsFzie1MAE Mixed Abusive User Added
Her pussy wet I call it Fiji water Mixed Abusive User Added
Her pussy sweeter then some fresh fruit 😏 she gushin I drink the best juice 💦 Mixed Abusive User Added
Her pussy so good like I left something 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