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 just cracked my motherfuckin phone god damn I feel like punching a bitch in the motherfuckin throat Mixed Abusive User Added
I just caught this fat bitch slippin taking a selfie Mixed Abusive User Added
I just can't imagine myself being albino haha Mixed Abusive User Added
I just can't date a ghetto ass girl bruh Mixed Abusive User Added
I just bought a Bentley and a bitch came wit it Mixed Abusive User Added
I just bitch slapped my brother Mixed Abusive User Added
I just be fucking these bitches these niggas be cuffin these hoes Mixed Abusive User Added
I just be chillin tho .... I don't fuck w/ hoes or hoe niggas so I don't know about how they operate ... Maybe I'm wrong Mixed Abusive User Added
I jus wanna watch this last episode of orange is the new black but Netflix jus wants to be a bitch 😒 Mixed Abusive User Added
I jus wanna smoke, rub on a bitch booty n bump "These Days..." Mixed Abusive User Added
I jus wanna live good stay fresh and fuck bad bitches! 👌💯 Mixed Abusive User Added
I impress da young white girl next doe by taking out my giant negro thang and usin it to flip da hamburgers for da #KoolQueefTribute  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