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
Shaved pussy ho gets serious anal sex here! http://t.co/ECvvmwfh88 Mixed Abusive User Added
Sharkeisha isn't dead you're all retarded lop Mixed Abusive User Added
Shara fuck you in Ya pussy. You know what I meant MF. Mixed Abusive User Added
Shantrell tryna fight bitches in da clinic n shut 😂😂 She wanna wait til uh bitch sick to try to bump 😂😂💀 Mixed Abusive User Added
Shades of Eric Chavez's past gold glove! #Yankees #Oakland Mixed Safe User Added
Sh*t!!!! RT @DipOnline If K Michelle was apart of Baltimore twitter she'd be one of them hoes saying she's celibate smh Mixed Abusive User Added
Sgp still in bitches dms Mixed Abusive User Added
Sexy bitch lame nigguh Mixed Abusive User Added
Sexy ass yellow bone Mixed Abusive User Added
Sexy Japanese slut fingers and toys her pussy on the steps squirting her juice all over http://t.co/svs8idZjYp Mixed Abusive User Added
Sex with whoever I want whenever I want? Nah. My girl give me good pussy all the time. Mixed Abusive User Added
Sex should be a reward in a relationship. Nigga has never done anything for you whatsoever yet you still give him the pussy...smh 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