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 |
|---|---|---|---|
| @Oskzilla niggah you gay! | Mixed | Abusive | User Added |
| @Oskzilla in San Diego niggah! | Mixed | Abusive | User Added |
| @Oskzilla go to sleep you fag! | Mixed | Abusive | User Added |
| @Oskzilla fuck you niggah you gay. Lol | Mixed | Hate Speech | User Added |
| @Oskzilla fuck you fag! | Mixed | Hate Speech | User Added |
| @Oskzilla come draw and paint with me niggah! | Mixed | Abusive | User Added |
| @Oskzilla I'll bitch slap you to the shadow realm! | Mixed | Abusive | User Added |
| @Oskzilla @yaseenxkahn sleep niggah! Lol | Mixed | Abusive | User Added |
| @OriginvlEpic in the trash | Mixed | Safe | User Added |
| @Oreo @NHL if u zoom in you can see his hairy nipples | Mixed | Abusive | User Added |
| @Orangeone4 @SteveWorks4You..biggest liars ever ...republican teabagger asshats like stockboy #pinoccio | Mixed | Abusive | User Added |
| @OptimusOdd mine will say "the intimidator" 😂😂 cause bitches can't handle 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