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 |
|---|---|---|---|
| Gay ass hillbilly intro song | Mixed | Abusive | User Added |
| Gave that bitch an E pill ... Bitches love fucking wit they EX | Mixed | Abusive | User Added |
| Gave her that "move it lil nigger" push smh.. http://t.co/EKdSI8pQdD | Mixed | Hate Speech | User Added |
| Gave dat bitch da Spirit of the Dragon | Mixed | Abusive | User Added |
| Gave a homeless guy a couple bucks today and didn't even say thank you, just walked away Ha okay!! Ungreatful son of a bitch. | Mixed | Abusive | User Added |
| Gator's bitches better be using jimmies | Mixed | Abusive | User Added |
| Gator's bitches best be usin Jimmy's ! | Mixed | Abusive | User Added |
| Gasoline RT @_____0__o______: 12. What did the last pussy you had taste like? | Mixed | Abusive | User Added |
| Gas is always cheaper in the ghetto | Mixed | Safe | User Added |
| Gary's girl was a tranny. RT @Em_99car: I wonder what would have become of @rickspringfield if he'd written 'Gary's Girl'. | Mixed | Safe | User Added |
| Gansitos are ATG beaner candy | Mixed | Abusive | User Added |
| Gang gang bitch💥🔫 | 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