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 |
|---|---|---|---|
| Walk up to your house, knock on the door and blow your ass off. Drop it off, drop it off, bitch I got a sawed off!! | Mixed | Abusive | User Added |
| Walk out that bitch like RT @MKellyRedmen25: Just murdered that test! http://t.co/XYiVSRbsop | Mixed | Abusive | User Added |
| Walk in the party boot up yo hoe | Mixed | Abusive | User Added |
| Wake up you stoopid dyke @RandyPawlik | Mixed | Hate Speech | User Added |
| Wake up bitches | Mixed | Abusive | User Added |
| Wake up American sheeple nd stop allowing these pussy azz politicians who never bust a gun in they… http://t.co/rN6nnnynXv | Mixed | Abusive | User Added |
| Waka bitch bad fr | Mixed | Abusive | User Added |
| Waiting on this wetback sycksyllables http://t.co/L8wqZduzZE | Mixed | Hate Speech | User Added |
| Waiting on these bitches @badnewsbridget @MorbidMermaid 🐢🐢🐢🐢 | Mixed | Abusive | User Added |
| Waiting for brownies. I want brownies. Someone hooks it up? | Mixed | Safe | User Added |
| Wait. What? RT @KingHorseDick: Y’all ever put ur finger in the lil hole in the back of the pussy? just me? Cool. | Mixed | Abusive | User Added |
| Wait. What in the mudda cunt hypocrisy | 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