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 beat that pussy up up up up | Mixed | Abusive | User Added |
| I be waking up on some new shit like fuck that bitch shit | Mixed | Hate Speech | User Added |
| I be waking niccas up lol | Mixed | Abusive | User Added |
| I be waiting for a bitch to sneak diss , I'm @-ing IDC 😂🙅 | Mixed | Abusive | User Added |
| I be using these fufu bitches 😂😂 | Mixed | Abusive | User Added |
| I be try a log on to IG an like pics, but bitches dont be posting no pics.... | Mixed | Abusive | User Added |
| I be telling Mcgirt music ain't enough.You gotta have a non music related agenda.Them crackers want to sell something with your face. | Mixed | Abusive | User Added |
| I be teaching bitches how to clear the bong mon | Mixed | Abusive | User Added |
| I be stalking hoes :) | Mixed | Abusive | User Added |
| I be seein you bitches in the whip wit your boyfriend but he be lookin like your dad so I be eye ballin, then here comes ole salty ass bf | Mixed | Abusive | User Added |
| I be sayin I'm done drinkin everyday but then one of my friends hit me up like "I gotta case" and only faggots turn down free beer | Mixed | Hate Speech | User Added |
| I be ready to tell a bitch shut da fuck up lol | 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