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
Lasted year i cuffed that bitch , Well now its over ! Mixed Abusive User Added
Last year I cuffed that bitch well now its ovaaaaaa Mixed Abusive User Added
Last time I wore the shirt I'm wearing today I fought a bitch. ( on no ratchet bs) but she yanked the fuck outta this shirt. Mixed Abusive User Added
Last night this bitch was talking bout she wanna smoke & go to wingstop. & I was the 1st person she thought about.. Who paying for all this? Mixed Abusive User Added
Lashontae a bad bitch times 3 Mixed Abusive User Added
Lame niggaz wait in line, wait for bitches, wait to create, wait for someone else to do shit for them. Mixed Abusive User Added
Lame niggas trash. Mixed Abusive User Added
Lame mcs still let hoes in stilettos play them those hoes nothin To us we aint pimps but they still cant press this average @JoeBudden Mixed Abusive User Added
Lamar Odom is such a little bitch. It's pathetic. Mixed Abusive User Added
Lakers fans will feel the pain the Yankees fans are feeling today at the end of basketball season. Mixed Safe User Added
Lakers are trash right now. Mixed Hate Speech User Added
Lakers are a purple and yellow garbage can 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