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 |
|---|---|---|---|
| These bitches man they love to HARASS | Mixed | Abusive | User Added |
| These bitches love sodaa | Mixed | Abusive | User Added |
| These bitches love soda | Mixed | Abusive | User Added |
| These bitches love me. These niggas copy | Mixed | Abusive | User Added |
| These bitches loud for no reason | Mixed | Abusive | User Added |
| These bitches is wild | Mixed | Abusive | User Added |
| These bitches is crazy | Mixed | Abusive | User Added |
| These bitches irritating | Mixed | Abusive | User Added |
| These bitches irri.. irri irri..irri irri | Mixed | Abusive | User Added |
| These bitches gotta realize that "their nigga" WANTS ME 😂 if he doesn't now he did several occasions before 😴 | Mixed | Abusive | User Added |
| These bitches funny like mike epps | Mixed | Abusive | User Added |
| These bitches finna fuck up my birthday week... | 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