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
i was emo ok emosquad2k10 get on my level bitch Mixed Abusive User Added
i want a dyke clique Mixed Abusive User Added
i wanna go to the ghetto club tonight. Mixed Safe User Added
i thought garbage men were supposed to bring trash to the dump but they wouldn't take me ha ha ha. self depreciation ftw. Mixed Safe User Added
i think im addicted to naked pictures an sittin talkin bout bitches we almost had Mixed Abusive User Added
i think if my girlfriend were to get locked up shed be the first one raped. #pussy Mixed Abusive User Added
i think i need to watch dawn of the planet of the apes now... Mixed Safe User Added
i still don't understand why bitches at my high shool would put on false eyelashes every fucking day Mixed Abusive User Added
i seen a nigga dressed to impress, hop out da bus n a bitch wit a phatty, get off at his stop too. Say somethin...GOD THROWIN U DA LOB Mixed Abusive User Added
i saved a bird yesterday. Mixed Safe User Added
i reblogged them to mock her god bless Mixed Safe User Added
i really want an xbone now and if you said i would say this a week ago i would call you a super retard 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