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 |
|---|---|---|---|
| You are a mad person | Mixed | Abusive | User Added |
| Youre useless | Mixed | Abusive | User Added |
| Whats it like to be a failure? | Mixed | Abusive | User Added |
| Youre a fool | Mixed | Abusive | User Added |
| Fucking idiot | Mixed | Abusive | User Added |
| Piece of shit | Mixed | Abusive | User Added |
| jackass | Mixed | Abusive | User Added |
| jerk | Mixed | Abusive | User Added |
| Nincompoop | Mixed | Abusive | User Added |
| Choad | Mixed | Abusive | User Added |
| You live in your moms basement you anti-social useless and fucking loser | Mixed | Abusive | User Added |
| The motivation speaker you believe in has just accepted a job in foreign mission, people are not honest on this earth | 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