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 |
|---|---|---|---|
| Stop using the word "redskin(s)". | Mixed | Abusive | User Added |
| Stop trying to be down honky http://t.co/0MALBNDkn9 | Mixed | Abusive | User Added |
| Stop spoiling U fags | Mixed | Abusive | User Added |
| Stop snitching faggot “@OGSITTI: "I'll snap you a nude but promise you won't screenshot" "Don't worry baby I won't" http://t.co/J8jDIC3wvg” | Mixed | Abusive | User Added |
| Stop sayin my gov. Name fuck wrong widd u bitch is u stupid | Mixed | Abusive | User Added |
| Stop rt'ing Celtics trash please | Mixed | Safe | User Added |
| Stop lettin them messy hoes mess with your business. | Mixed | Abusive | User Added |
| Stop hatin niggah , I got ya girlfriend callin you a hater niggah 😂😂😂 | Mixed | Abusive | User Added |
| Stop giving these hoes half azz Dick plow it deep make her scream nd cream http://t.co/hwBWj9ui | Mixed | Abusive | User Added |
| Stop being a hoe | Mixed | Abusive | User Added |
| Stop actin like yu just started wearin ya uggs, bitch I seen you break em out in August | Mixed | Abusive | User Added |
| Stop Twatching me bitch. | 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