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
Like out of no where you've become an inconsiderate bitch and I'm BEYOND done with your shitty attitude #backup Mixed Abusive User Added
Like my twat Mixed Abusive User Added
Like my momma said don't waste yo time on plzing des fake ass bitches and bum ass dudes cause they ain't gone get u nowhere but pregnant and Mixed Abusive User Added
Like my 3rd grade teacher used to say, "you either eat pussy, or you are one. what's it gonna be?" @JBilinovich @JZolly23 Mixed Abusive User Added
Like literally after I'm done texting someone when I don't text back I slide the bitch to the left , I'd win that money Mixed Abusive User Added
Like lex so fine she can have all my hoes, imma make my husband by her a Lamborghini Mixed Abusive User Added
Like keke say real niggas got a heart too it just take a real bitch for him to show it Mixed Abusive User Added
Like god damn you dirty bitch Mixed Abusive User Added
Like fucc I got into it wit my mama, ajay, the damn lunch lady, duddy, montea lowkey, & some lit raggedy hoe 😂😭 all in one day Mixed Abusive User Added
Like freaky bitch but I fucks with her Mixed Abusive User Added
Like don't play with me bitch Mixed Abusive User Added
Like damn hoe I gave you a chance when you was average, Why you aint beauty make over when we was together. 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