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 don't live for you hoes man Mixed Abusive User Added
I don't like you bitch so 😂😂 & I'm having a party all weekend my momma going out of town. Mixed Abusive User Added
I don't like that bitch. Mixed Abusive User Added
I don't like bat man though, I fucked his bitch twice. Mixed Abusive User Added
I don't know. Maybe it is a good quote and a good way to feel but I've seen way too many petty life-destroying bitches use that quote. Mixed Abusive User Added
I don't know why broads drunk dial me....I'm sleep, hoe!! Mixed Abusive User Added
I don't know what's more stressful, midterms or flappy birds. Mixed Safe User Added
I don't know what you been told but I love them project hoes Mixed Safe User Added
I don't know what hoe activities consist of bc I don't partake in them. Shit it's so many I damn near can't tweet without being a hoe Mixed Abusive User Added
I don't kick it with fuck nights and bitches Mixed Abusive User Added
I don't hold feelings for my old flings I jus trade dem bitches in like my old range!! #Cap1 Mixed Abusive User Added
I don't hit women but I'd slap tf out a bitch. No close fisted business though that's some cowardly shit. 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