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 |
|---|---|---|---|
| I'm about to post my Charlie Clips vs Yung ill rap battle review in a few | Mixed | Safe | User Added |
| I'm about to jog higher this stupid bitch ass hoe @mf saab1@t_jawad89 @ | Mixed | Abusive | User Added |
| I'm about to hit a bitch | Mixed | Abusive | User Added |
| I'm about to get this bitch a cell mate | Mixed | Abusive | User Added |
| I'm a wigger | Mixed | Abusive | User Added |
| I'm a twat | Mixed | Abusive | User Added |
| I'm a sucker for colored eyes 😔😔 | Mixed | Safe | User Added |
| I'm a stretch that pussy out | Mixed | Abusive | User Added |
| I'm a redneck, but without the homophobia and racism | Mixed | Safe | User Added |
| I'm a purple headed cunt | Mixed | Abusive | User Added |
| I'm a pull up, eat on that pussy, and dip | Mixed | Abusive | User Added |
| I'm a made man, y'all pussy niggas in the middle. | 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