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 |
|---|---|---|---|
| ain't trusting no bitch or no nigga... hoe or no sucka | Mixed | Abusive | User Added |
| ain't the bitch Mimi still wit Gay ass Nikko???? | Mixed | Abusive | User Added |
| ain't nuttin ta cut that bitch off | Mixed | Abusive | User Added |
| ain't no bitch got shit on me | Mixed | Abusive | User Added |
| ain't my hoe, I just thought it was.😌👐 | Mixed | Abusive | User Added |
| ain't Kj & Mello's... RT @MidCityAce: Who's daddy a fuck nicca? | Mixed | Abusive | User Added |
| ahahahh!!ping pang POW! HOW U LIKE ME NOW! Shouts out 2 my bro Dre Hogg Style Ent! Uza fool 4 dis 1 | Mixed | Safe | User Added |
| ahaha pussy is king | Mixed | Abusive | User Added |
| ahah fucking queer @KingJames kill urself | Mixed | Hate Speech | User Added |
| ah nigga dat cares about opinions and get involve in hoe shit either Gay broke or ain't getting enough pussy!! | Mixed | Hate Speech | User Added |
| after the steelers lost the superbowl i loaded up the black and yellow gmix on my moms computer, i think the youtube page is still open | Mixed | Safe | User Added |
| addicted to pussy poppin | 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