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
It's Some hoes out here tonite & I got Shawty wit me Mixed Abusive User Added
It's October babe, you don't have to be a hoe anymore. Mixed Abusive User Added
It's Mrs. G, bitches. That's Mrs. GROHL if I don't know you. #wineprobz Mixed Abusive User Added
It's Karaoke night baby! Hi ho! Hi ho! It's off to sing I go! With a voice that sounds like sandpaper hi ho! Hi ho! Mixed Safe User Added
It's Friday bitch!! http://t.co/9Taj2OUsCc Mixed Abusive User Added
It's 90 degrees and this bitch has a stuffed animal wrapped around her neck #onlyattheducksgame Mixed Abusive User Added
It's 2014 and y'all niggas still fuckin with these hoes. Go get you a wife bruh #wifingsquad2014 Mixed Abusive User Added
It's #CampaignSeason, bitch. @MikeofDoom https://t.co/muxtC1fHmH Mixed Abusive User Added
It wus yo fat ass that filled out the application to work there, not me bitch..... Mixed Abusive User Added
It would be pretty cool if I got to see @boybandproject 1 more time before I go back to hillbilly town! @TheZacMann @levimitchell...😓 Mixed Safe User Added
It was nice of you to unfollow me, fag Mixed Hate Speech User Added
It was my sophomore year that I learned these hoes weren't loyal 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