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 |
|---|---|---|---|
| Never let a boy make you feel like you're anything less than a bad bitch | Mixed | Abusive | User Added |
| Never leave your trust in a bitch, | Mixed | Abusive | User Added |
| Never keep leeches in your life. If bitches take more than they give, it's time to cut them off | Mixed | Abusive | User Added |
| Never go full retard.... | Mixed | Abusive | User Added |
| Never give the next bitch an opportunity to prosper off of your name.... | Mixed | Abusive | User Added |
| Never give a bitch the impression that u need them | Mixed | Abusive | User Added |
| Never gas hoes but I do take they ass home | Mixed | Abusive | User Added |
| Never did like that bitch | Mixed | Abusive | User Added |
| Never bring these hoes to my house cause these bitches talk | Mixed | Abusive | User Added |
| Never been a bitch! | Mixed | Abusive | User Added |
| Never argue with a bitch that's at the bottom of the food chain. 💁 | Mixed | Abusive | User Added |
| Never again will I put so much into a relationship unless the bitch ACTUALLY puts more effort into it than me. | 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