Select Target Zambian Dialect to Manage & Train:

πŸ‡ΏπŸ‡² Unified (All)
πŸ‡ΏπŸ‡² Chibemba
πŸ‡ΏπŸ‡² Chinyanja
πŸ‡ΏπŸ‡² Chitonga
πŸ‡ΏπŸ‡² Silozi
πŸ‡¬πŸ‡§ English
🌐 Mixed/General

Local Dataset Inspector: All

25506 Records
Phrase Text Dialect Category Label Source
citsiru cabe Mixed Abusive User Added
cinthu coipa Mixed Abusive User Added
alibenzelu Mixed Abusive User Added
Kugwedeza Mixed Abusive User Added
citserekwete/citsiru Mixed Abusive User Added
Kubera Mixed Abusive User Added
Ukhala mnyumaba yamako iwe munthu wacabecabe amene sagwirizana ndi anthu Mixed Abusive User Added
Munthu wacilimbikitso amene mumanvelera avomera kukagwira nchito kuiko ina, anthu inu mulibe cilungamo padziko Mixed Abusive User Added
Munthu wamtundu wacitonga sadzakalamulira dziko ino, koma ine nikafa Mixed Abusive User Added
Tsadzaka bwelera mkulamulira cifukwa tidziwa kuti iwo ali ndinzelu zakuba Mixed Abusive User Added
Imwe akadzi mumalila palibe na cinthu canzeru Mixed Abusive User Added
Kulibe akukonda, unaonesa anthu utsiru, amaonetsa cabe monga akukonda 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