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 gotta bad bitch. always got her hair fixed. always n the mall wit her friends buying outfits Mixed Abusive User Added
I gotta admit i used tell bitches everything they wanted to hear Bighead change my ways a lil bit Mixed Abusive User Added
I gotta a bad bitch and all she do is bake cookies Mixed Abusive User Added
I got. A lot. Of hoes.... All up on my dick Mixed Abusive User Added
I got yo bitch dick whipped Mixed Abusive User Added
I got to get the trash out and make breakfast for the Frau and start laundry so y'all be good till I get back. Cracker Out! Mixed Safe User Added
I got this root beer chillin in the fridge imma crack that bitch open in a few Mixed Abusive User Added
I got these 5 dominican hoes that randomly hit me up every so often & can't tell if they like me or tryna rob me. Mixed Abusive User Added
I got the streetz ina head lock...i got yo bitch ina leg lock! Mixed Abusive User Added
I got the streets ina headlock, i got yo bitch ina leg lock! Mixed Abusive User Added
I got the streets ina headlock i got yo bitch ina leg lock i do not fuck with the fed cops!! ❌ Mixed Abusive User Added
I got the streets in a head lock, I got yo bitch in a leg lock 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