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
@nightpurrowler @Oskzilla pussy shit! Mixed Abusive User Added
@niggieesmalls I got ugly niggah problems. Lol but you got pretty niggah problems. Too bad they the same problem. 😂 Mixed Abusive User Added
@niggie95 aka the lonely bitches Mixed Abusive User Added
@nicsarantos @Huntermoore she looks like the pussy lips are huge Mixed Abusive User Added
@nicolleashby now I'm chewy high with a hard ass dick. Ooh there goes my pager could it be a trick bitch? Mixed Abusive User Added
@nicole_steines whatever you fucking pussy 😂 Mixed Abusive User Added
@nickboydos bunch of pussies. Mixed Abusive User Added
@nick_scott25 sounds about right to many dumb bitches work there welcome to my life Mixed Abusive User Added
@nick_scott25 come watch Godzilla then faggot Mixed Abusive User Added
@nhatty_ice49ers thank you jackass zebras Mixed Safe User Added
@nfl am I watching football or pussy soccer? Wtf? Mixed Abusive User Added
@nessauzc lmao if the shoes fit? 👞 lace them bitches up. I'm talking in general 😂 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