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
That bitch is lyinggggg Mixed Abusive User Added
That bitch is hella cranky today. Someone hand her a joint. Mixed Abusive User Added
That bitch is goin off off off!!! Mixed Abusive User Added
That bitch is corn fed Mixed Abusive User Added
That bitch hollerin abt fuck me nahh Fuck dat bitch!!! Mixed Abusive User Added
That bitch got 631K followers but drive a honda 😳 Mixed Abusive User Added
That bitch got 5 million boyfriends Mixed Abusive User Added
That bitch filthy http://t.co/PaAjZU0UM4 Mixed Abusive User Added
That bitch cur my hair way to short Mixed Abusive User Added
That bitch crazzzy 😂😂😂😂 #1976 pussy, #fixit !!! #Scandal Mixed Abusive User Added
That bitch could sit on my face. Mixed Abusive User Added
That bitch can't touch me 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