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 |
|---|---|---|---|
| Hoi, fai moke hau!!!! | Mixed | Safe | User Added |
| Hoes will put "With ya man 😜" as the location in their bio then get mad when you think they a hoe.. | Mixed | Abusive | User Added |
| Hoes will be hoes. | Mixed | Abusive | User Added |
| Hoes will be hoes, Monday - Saturday & starting again Sunday after church services. | Mixed | Abusive | User Added |
| Hoes will be hoes nd ratchets will be........well u know | Mixed | Abusive | User Added |
| Hoes will be hoes lol | Mixed | Abusive | User Added |
| Hoes thnk they "won" when the nigga thats ridin the fence start givin them a lil attention... what u won hoe? A wishywashy ass nigga? Oh. | Mixed | Hate Speech | User Added |
| Hoes respect niggas who get strait to the point I won't lead a bitch on if all I won't is crash den it will be adressed clearly#turn up | Mixed | Abusive | User Added |
| Hoes hang wit hoes cuz dey got da same hobbies | Mixed | Abusive | User Added |
| Hoes gone be hoes. #DontBeMad | Mixed | Abusive | User Added |
| Hoes gone be hoes but thats none my business !! | Mixed | Abusive | User Added |
| Hoes gon' be hoes, let them be. | 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