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 |
|---|---|---|---|
| @princesshil21 if you hate men so much why you trying to look like one? Stupid little cunt | Mixed | Abusive | User Added |
| @princessfaggit cry bitch | Mixed | Abusive | User Added |
| @princessfaggit I don't see tears bitch | Mixed | Abusive | User Added |
| @prime3_time whoooo?? Lemme find out a bitch run u haha | Mixed | Abusive | User Added |
| @prime13_time @Vbomb20 hey I guess yall forgot im in this bitch too lol | Mixed | Abusive | User Added |
| @prihncess fuck you bitch | Mixed | Abusive | User Added |
| @prihncess bitch | Mixed | Abusive | User Added |
| @pricelessxxx u good man long time my niggah | Mixed | Abusive | User Added |
| @prettymofocka I'm outside where you at?!?! And I'm the pussy | Mixed | Abusive | User Added |
| @prettykells bitch yu nt gone mention me back | Mixed | Abusive | User Added |
| @prettygrl_rocky ugly dyke | Mixed | Hate Speech | User Added |
| @pragathiguru , i'm viswa moulie. I wanna be ur friend.. Please, shall i ? | 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