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 |
|---|---|---|---|
| Fucking with these hoes nigga don't be no dumby | Mixed | Hate Speech | User Added |
| Fucking twat RT @EchBhiKe: Xavi checking the grass HAHA http://t.co/hrHEyyoIrp | Mixed | Abusive | User Added |
| Fucking trash @carmeloanthony | Mixed | Abusive | User Added |
| Fucking told all of you bitches. http://t.co/DiF6d6EYin | Mixed | Abusive | User Added |
| Fucking thirsty bitches | Mixed | Abusive | User Added |
| Fucking redneck queers and their game invites | Mixed | Hate Speech | User Added |
| Fucking pussy bruh lol | Mixed | Abusive | User Added |
| Fucking lying cunts man, gotta love them | Mixed | Abusive | User Added |
| Fucking hate my coon ahh uncle | Mixed | Hate Speech | User Added |
| Fucking hate ghetto girls bruh | Mixed | Abusive | User Added |
| Fucking hate ghetto girls I swear bruh | Mixed | Abusive | User Added |
| Fucking gook | Mixed | Hate Speech | 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