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 |
|---|---|---|---|
| its been 5 years and this bitch still thinks im over how she did me over. I dont think so. *decline* | Mixed | Abusive | User Added |
| it's so weird outside. it's like yellow. | Mixed | Safe | User Added |
| it's gotten to the point where I literally don't care and I'm gonna start punching bitches if they don't move in the hallway | Mixed | Abusive | User Added |
| it's everything to cut that bitch off | Mixed | Abusive | User Added |
| it's been ten mins, bitch I gave you a 2 min assignment lmfaooooo | Mixed | Abusive | User Added |
| it's awesome when people you've known for years talk trash about you behind your back and then ask you for favors later. truly awesome. | Mixed | Safe | User Added |
| it's amazing what hood bitches wear I they body and in they head | Mixed | Abusive | User Added |
| it's a brand new day and the birds they chirpin | Mixed | Safe | User Added |
| it's Friday bitches 😬 | Mixed | Abusive | User Added |
| it's 2014 bitches need to be ready for the D fellaz! Don't play they games! Let that high school tease shit last a day. #swag | Mixed | Abusive | User Added |
| it might rain today, hmmm.. I don't want to look like a pussy carrying an umbrella around but I also don't want to risk my perm getting wet. | Mixed | Abusive | User Added |
| it means that im following orders and being subordinate. sue me, ya dyke | Mixed | Hate Speech | 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