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
He sound like a bitch Mixed Abusive User Added
He so trash RT @yusufyuie Cary Williamsc GOT CARRIED lol Mixed Safe User Added
He said we gon be paying a bitch rent, I'm not even tryna buy her an extra sweet and sour sauce at McDonalds Mixed Abusive User Added
He said that bitch look like a praying mantis tho ctfu Mixed Abusive User Added
He said soul patch bitch ..!!! Lmaoooo Mixed Abusive User Added
He said get up bitch... That's not PG #FROhorsemen Mixed Abusive User Added
He said capri-sun and zebra cake😂 Mixed Safe User Added
He said bitch boy 😂 Mixed Abusive User Added
He run his mouth just like a bitch I had to cut em off Mixed Abusive User Added
He pussy whipped without getting the pussy #RARE “@iTakeOverTLs: @PAPER_CHAYSIN Lmao he gotta snap out of it” Mixed Abusive User Added
He prolly gone laugh n say this bitch crazy 😂😂 Mixed Abusive User Added
He only favorites your tweet about him to keep his other hoes happy 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