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 hate this cookie built bitch 😂 | Mixed | Abusive | User Added |
| I hate these hoes that look thick from the front them she pass u & her ass be missing | Mixed | Abusive | User Added |
| I hate the white trash cops who raped and murdered my infant daughters and son. | Mixed | Hate Speech | User Added |
| I hate the ghetto trash at the special school across the street from my building. All of them will grow up to be criminals. | Mixed | Hate Speech | User Added |
| I hate the f-ing bus, I hate the f-ing bus, high ho the dairy-0 I hate the f-ing bus! | Mixed | Abusive | User Added |
| I hate that when I have assigned seats they sit me by the most annoying bitches in the whole class. | Mixed | Abusive | User Added |
| I hate that wee boy wae the squinty eyes in the game of thrones. #Suchaprick #hopehegetskilled | Mixed | Safe | User Added |
| I hate that one random tear that comes out when you haven't blinked 😰like nigga stop being a bitch 💢 | Mixed | Abusive | User Added |
| I hate that my mom says she trying to move out here... Like bitch the only reason your "trying" is because you don't have a place to live.. | Mixed | Hate Speech | User Added |
| I hate that hoe oml 👊👊👊👊😡 | Mixed | Abusive | User Added |
| I hate that hoe ... She ain't bout shit | Mixed | Abusive | User Added |
| I hate that I wake up early the morning after I drink. But the fact that there was a cold yellow gatorade in the fridge gets me so happy | Mixed | Safe | 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