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 |
|---|---|---|---|
| @b_shiznitt what's good pussy | Mixed | Abusive | User Added |
| @b_shiznitt wanted me to let everyone know he downloaded the whole Acoustic Justin Bieber album #fag | Mixed | Abusive | User Added |
| @b_shiznitt fuck you bitch | Mixed | Abusive | User Added |
| @b_shiznitt fuck off bitch | Mixed | Abusive | User Added |
| @b_shiznitt cum thru bitch | Mixed | Abusive | User Added |
| @b_shiznitt @italian_montana wtf you bitches seen this without me | Mixed | Abusive | User Added |
| @b_scheich 👈💦 salute a bad bitch | Mixed | Abusive | User Added |
| @b1gsean21 lets just say hellen keller makes better brownies | Mixed | Safe | User Added |
| @b0ssladyre lmao they know who the kitty master is !!!! Don't hate bitch | Mixed | Abusive | User Added |
| @b0ssladyre just ate a wees brownie and is seeing random cats | Mixed | Safe | User Added |
| @b0ssladyRe lmao you wish bitch | Mixed | Abusive | User Added |
| @b0ssladyRe go to sleep bitch | 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