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
Murda mook!!!! Mixed Abusive User Added
Murda mook #rip to that shit Mixed Abusive User Added
Munching on ww crackers & studying NYCs trans syst. Since NYC & I haven't had a thing in over 15 yrs #clubinsomnia #vacay Mixed Safe User Added
Mum told me about that guy from one direction puffin on the dutchy nd I was like so? Least the cunt isny a mad smackhead... Mixed Abusive User Added
Mum agrees with me, ur being a wee moody cunt and you cani deal with the fact i'm right:/ #dadsbeingsilly Mixed Abusive User Added
Mufuckas been followin me on this bitch, tho. Mixed Abusive User Added
Ms St aint no hoe. They fuckin Auburn up Mixed Abusive User Added
Mr.nvr get no pussy u a virginnnn Mixed Abusive User Added
Mr President & homeland security, please ignore any foreign threats and focus your sole attention on our police force #ACAB #LANDOFTHEFREE Mixed Safe User Added
Moving is always a bitch.. I'm excited for Dallas though. Mixed Abusive User Added
Moving has been a bitch this weekend Mixed Abusive User Added
Motherfuckas tryna hate on my whip acting like they got cooler interior/light up speakers hell nah bitch boys http://t.co/trbopWKAug 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