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
Giants vs. stinky birds Sunday ...think Ima make some wings 😊 Mixed Safe User Added
Giants secondary lookin like trash Mixed Safe User Added
Ghetto bird can't fly away from my hood Mixed Safe User Added
Ghetto ass bitches came in my job talm bout sum "o yes u daddy down" 😂😂😂😂😂😂😂😂 Mixed Abusive User Added
Getting off twitter jigg trynna stress me out more I don't need this type of heat😩 Mixed Safe User Added
Getting niggaz to discuss more than sports hoes and rap music is impressive but SO HARD TO DO! Mixed Abusive User Added
Getting hit off a cunt thats about 6 foot sideways and a cunt that was in the army lol, i dini care, yous are fuckin laughable Mixed Hate Speech User Added
Gettin drop top dat hoe Mixed Abusive User Added
Gettin bitches was never hard I just settled down cause that start got corny an my girl thurl 💯 Mixed Abusive User Added
Gettin a lil midnight snack, best po-boys in town Genes with my nigs @yungnaughti and nick_swag_is_504 http://t.co/HHom4NxAKd Mixed Abusive User Added
Get your weak ass juco highlights off twitter hoe Mixed Abusive User Added
Get your slow ass out my way #bitch 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