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 swear, new bitches here me rap and its a WRAP !! | Mixed | Abusive | User Added |
| I swear y'all broads with a new bitch every month....I cant even get one girlfriend. Maybe something is wrong with me | Mixed | Abusive | User Added |
| I swear to god some hoes look like they take the same exact picture everytime. Change it up for once godamn. #ratchet | Mixed | Abusive | User Added |
| I swear to god I hit 40 licks I'm Lil B and I'm not no bitch when I'm off that dope I rob my bitch ! | Mixed | Abusive | User Added |
| I swear to god I be in the middle of the club making out wit bitches like I'm tryna film a romantic comedy or somethin | Mixed | Abusive | User Added |
| I swear this hoe been following me ever since I went on break | Mixed | Abusive | User Added |
| I swear these hoes *aint got nothing on you * ✌️😊🙏 | Mixed | Abusive | User Added |
| I swear these anon fags go to protests just to take pictures to post to Twitter. "Look, I was there...Like me" | Mixed | Hate Speech | User Added |
| I swear the people cleaning the office switch what side the trash vs recycling cans are on on purpose to mess with me. | Mixed | Safe | User Added |
| I swear that hoe b trying it... | Mixed | Abusive | User Added |
| I swear ta god nigga all deses hoes want is a YRN .... | Mixed | Abusive | User Added |
| I swear nobody can complain about hoe early they have to wake up to go to work. Because nobody wakes up at 2AM to get ready | Mixed | Abusive | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload 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