Zambian Language Trainer Window

Curate local language datasets and trigger asynchronous machine learning training

Multilingual

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
You fool Mixed Safe User Added
Shit Mixed Abusive User Added
Creepy Mixed Abusive User Added
Bloody Hell Mixed Safe User Added
Retard Mixed Safe User Added
Wanker Mixed Abusive User Added
Bitch Mixed Abusive User Added
Damn Mixed Safe User Added
Bustard Mixed Abusive User Added
Asshole Mixed Abusive User Added
Fuck you Mixed Abusive User Added
If you go to a chinese store, you are supporting those foreigners, letΒ’s stop giving our money to these fake investors 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