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 only on here cause my bitch tripping 😂 | Mixed | Abusive | User Added |
| I'm only driving drunk cause this bitch drove me to drink! | Mixed | Abusive | User Added |
| I'm on that good kush and alcohol.. I got some down bitches, but the can crawl | Mixed | Abusive | User Added |
| I'm on my fuck that bitch shit | Mixed | Abusive | User Added |
| I'm on a boat bitch | Mixed | Abusive | User Added |
| I'm old school I'll smack a bitch | Mixed | Abusive | User Added |
| I'm old but my pussy still poppin tho | Mixed | Abusive | User Added |
| I'm okay with rasor talking trash | Mixed | Safe | User Added |
| I'm officially dubbing that nasty, un-natural shade of red that looks good on no one that you usually see in the ghetto "hood red". | Mixed | Abusive | User Added |
| I'm off work, where the naked hoes and alcohol? | Mixed | Abusive | User Added |
| I'm obviously not talking about CoD because that game is for queers. | Mixed | Hate Speech | User Added |
| I'm not weird, you're just a faggot | 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