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 |
|---|---|---|---|
| Son why is our mail lady so ghetto 😑 | Mixed | Abusive | User Added |
| Son of a bitch... | Mixed | Abusive | User Added |
| Son of a bitch I can't wait till baseball is back. #AmericasPastTime | Mixed | Abusive | User Added |
| Son of a bitch #thunder | Mixed | Abusive | User Added |
| Son of a bitch | Mixed | Abusive | User Added |
| Sometimes, even I gotta tell these hoes to grow up smh | Mixed | Safe | User Added |
| Sometimes you gotta settle for an average lookin bitch wit a good personality just to prevent yourself from gettin cheated on | Mixed | Abusive | User Added |
| Sometimes you gotta block a bitch because damn they annoying | Mixed | Abusive | User Added |
| Sometimes you don't wanna fuck the bitch but her head so good you end up fucking | Mixed | Abusive | User Added |
| Sometimes u gotta knock a nicca out tho #IJS #FreeCB | Mixed | Abusive | User Added |
| Sometimes ppl stay married cuz it's convenient. When u constantly bitch & complain & sleep in separate rooms, it's time to reevaluate. | Mixed | Abusive | User Added |
| Sometimes females are just fucking retarded bro. I swear I just want to kick y'all in the ovaries. | 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