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 love fat bitches. That's my fucking problem. @RooDee_Poo | Mixed | Abusive | User Added |
| I love fat bitches | Mixed | Abusive | User Added |
| I love faggots!!! Absolutely love them, especially the ones that can dress to the tea 😍😍💁 | Mixed | Abusive | User Added |
| I love bad bitches thats my fuckin problem forreal real shit i cant even help it | Mixed | Abusive | User Added |
| I love bad bitches that's my fuckin problem. | Mixed | Abusive | User Added |
| I love bad bitches it my fucking hobby, and yeah they're on all fours like a fucking doggy.. | Mixed | Abusive | User Added |
| I love bad bitches 😍😍😍 | Mixed | Abusive | User Added |
| I love all people for who they are but there's this one fag that goes to my school that can catch a ninja star to the face ASAP | Mixed | Hate Speech | User Added |
| I love all my bitches. And Im ridin for all my bitches no matter what. | Mixed | Abusive | User Added |
| I love a bitch with racks of her own | Mixed | Abusive | User Added |
| I love Liv when she gets ghetto | Mixed | Safe | User Added |
| I love German. I wish Nansemonds bitch ass had it | 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