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 |
|---|---|---|---|
| RT @best_seth14: Now the title bitch doesn't apply to all women, but all women have a lil bitch in em | Mixed | Abusive | User Added |
| RT @berto__9: Them trick niggas splurge on the pussy, yo You give me one day, I'll purge on that pussy yoooo | Mixed | Abusive | User Added |
| RT @berryDAbody: Its unexplainable how booty and fucking ass these bitches be. They live to be funny. | Mixed | Abusive | User Added |
| RT @benjibrown1: U lookin for a boss? Go get a job bitch | Mixed | Abusive | User Added |
| RT @benjibrown1: U hoes are super basic that give S/Os to ppl liking yall IG pics.. | Mixed | Abusive | User Added |
| RT @benjibrown1: A nigga can like ONE pic & u bitches: "S/O to _____ showing LOVE".... Bitch kill yoself | Mixed | Abusive | User Added |
| RT @bender3395: I'm never playing flappy bird again ever fuck that game 🙅 | Mixed | Abusive | User Added |
| RT @belong: my self esteem has two levels: • i'm a worthless piece of shit who deserves no love • bow down before me bitches i am you… | Mixed | Abusive | User Added |
| RT @bella_chuchi: You hoes ain't got no manners. | Mixed | Abusive | User Added |
| RT @beethetranny: can we please stop talking about how some scumbag faggots mugshot is sexy? you dumb whores. | Mixed | Hate Speech | User Added |
| RT @bebalizz123: I got all these hoes starin when I walk thru | Mixed | Abusive | User Added |
| RT @bebalizz123: Bagging thot bitches & giving 'em head? Ew nigga you nasty & you're better off dead. | 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