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

25504 Records
Phrase Text Dialect Category Label Source
She fuckin wit a young niggah Mixed Abusive User Added
She fuck with me cause I ain't no bitch . Mixed Abusive User Added
She feelin a young niggah Mixed Abusive User Added
She even had a hoe name. Mixed Abusive User Added
She dont wanna fuck me she wanna fuck my wrist.. tell her like young dro fuck dat bitch! Mixed Abusive User Added
She don't get emojis until after I bag, emojis are pussy shit Mixed Abusive User Added
She come to visit and the pussy too good, she gotta move to the city within 3 months after yall first fuck or it ain't gon work. Mixed Abusive User Added
She cares tho. Appreciate her. Lol RT @Jollymann: A trolling bitch is a lonely bitch." Mixed Abusive User Added
She burned that bitch Mixed Abusive User Added
She bitch goddess thinks she owns New York????? .........wait...... @midnight #LameApocalypses Mixed Abusive User Added
She bet not put me on her gram I got bitches on the gram Mixed Abusive User Added
She been a hoe all summer but soon as the fall weather hit she'll probably forget about all that and be a good girl again. That's the cycle 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