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 |
|---|---|---|---|
| Cut them niggas off they aint yo friends , Cut them bitches off they just pretend | Mixed | Abusive | User Added |
| Cut that bitch off !! | Mixed | Abusive | User Added |
| Cut deses bitches off like Hibachi ✂️ | Mixed | Abusive | User Added |
| Customers be tryna act like you don't understand what they're saying, no bitch, YOU don't understand what I'M saying. | Mixed | Abusive | User Added |
| Customer Service? «@OG_NicciB I really need this bitch to get the fxck out my business. Just open my new account and leave me alone .» | Mixed | Abusive | User Added |
| Cussed out by a fat redneck on the last day YOLO @ShawnnaSanford @MeganMonday13 @kelsss_lynn 😂😂 | Mixed | Hate Speech | User Added |
| Cus you gt d hoes | Mixed | Abusive | User Added |
| Curse AVI for Coke because he's a fag and hasn't put it on yet http://t.co/jHQPwop4wk | Mixed | Hate Speech | User Added |
| Currently, ‘Sup twat licker’ | Mixed | Abusive | User Added |
| Currently sitting down wishing a bitch would.💅 | Mixed | Abusive | User Added |
| Currently listening to "The Imperial March" Traditionally only played when preparing to slash bitches. | Mixed | Abusive | User Added |
| Currently being hit with the jig. Word. | 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