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
I ain't got no pussy or weed, I'm on that bitch suck my dick diet Mixed Abusive User Added
I ain't got no hoes😒👊 Mixed Abusive User Added
I ain't going to movies, hoe we straight sexing. Mixed Abusive User Added
I ain't fenna be locked up 23 hours a day beating my dick for a guilty MF who out here fucking free world pussy. Mixed Abusive User Added
I ain't even know white girls had good pussy like dat eitha lbvs they #WINNIN too Mixed Abusive User Added
I ain't don't turnin up bitch Mixed Abusive User Added
I ain't cutting my hair for u hoes at hc Mixed Abusive User Added
I ain't cuffing no bitch that's out here posting sex gif's but maybe I'm just different Mixed Abusive User Added
I ain't buying no pussy I got too many followers for that Mixed Abusive User Added
I ain't bout to listen to this nigga rap about eating pussy Mixed Abusive User Added
I ain't been to the fair since I was like 8 and I haven't wanted to go since then either for some reason. Too many niggers for me Mixed Hate Speech User Added
I ain't afraid to cut a bitch, or open a package or somethin. #Gangsta http://t.co/3RbXlChr4f 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