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 |
|---|---|---|---|
| Fuck you bitch I have to fucking piss I take 30 seconds you take 5 fucking minutes 😡😡😡😡 | Mixed | Abusive | User Added |
| Fuck you and the bitches you talking to | Mixed | Abusive | User Added |
| Fuck ya main hoe now she claimin mob hav her brake ya heart wen I rob ya inda daark | Mixed | Abusive | User Added |
| Fuck wnba , fuck dykes on my set #GotNoSet | Mixed | Abusive | User Added |
| Fuck with us you know we tweakin hoe | Mixed | Abusive | User Added |
| Fuck wit us and we tweakin hoe | Mixed | Abusive | User Added |
| Fuck what you think. I think them bitches produced the FUCK outta some shit. Telling you I STILL rock out to the vast majority of No Skits | Mixed | Abusive | User Added |
| Fuck what rappers say bitch I am LA | Mixed | Abusive | User Added |
| Fuck what a bitch saying the hood love me | Mixed | Abusive | User Added |
| Fuck u niggas gonna do not a mfka thing oh bitch ass wack ass nigga y'all some fake ass people | Mixed | Hate Speech | User Added |
| Fuck u 2 bitch call the cops | Mixed | Abusive | User Added |
| Fuck this mexican bitch she talks too much, she thinks she's an ivy league scholar. | 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