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 |
|---|---|---|---|
| Dumb little broad , move the fuck along bitch | Mixed | Abusive | User Added |
| Dumb cunt | Mixed | Abusive | User Added |
| Dumb bitches that think Buddha says namaste | Mixed | Abusive | User Added |
| Dumb bitches are one thing that'll never become extinct.. | Mixed | Abusive | User Added |
| Dumb bitch leave me alone | Mixed | Abusive | User Added |
| Dumb bitch https://t.co/We46wO15nI | Mixed | Hate Speech | User Added |
| Dumb bitch don't know her colors 😩😩😂😂😂✌️✌️✌️✌️ | Mixed | Abusive | User Added |
| Dumb bitch | Mixed | Abusive | User Added |
| Dumb ass student gets trapped in a giant #pussy sculpture http://t.co/5IzMLkvZZV #germany #wtf #funny #hornymen | Mixed | Abusive | User Added |
| Dumb ass hoe | Mixed | Abusive | User Added |
| Dumb ass fake bitches childish shit!!! Talk mad shit about each other and back to BEST FRIENDS? lmao | Mixed | Abusive | User Added |
| Dumb ass bitch i swear | 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