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 |
|---|---|---|---|
| " bitch plz whatever " | Mixed | Abusive | User Added |
| " bitch nigga miss me with it " | Mixed | Abusive | User Added |
| " bitch get up off me " | Mixed | Abusive | User Added |
| " bad bitches is the only thing that i like " | Mixed | Abusive | User Added |
| " So hoes that smoke are losers ? " yea ... go on IG | Mixed | Abusive | User Added |
| " Murda Gang bitch its Gang Land " | Mixed | Abusive | User Added |
| " Keeks is a bitch she curves everyone " lol I walked into a conversation like this. Smh | Mixed | Abusive | User Added |
| " @rhythmixx_ :hobbies include: fighting Mariam" bitch | Mixed | Abusive | User Added |
| " & you might not get ya bitch back & thats that " | Mixed | Abusive | User Added |
| !!!!“@selfiequeenbri: cause I'm tired of you big bitches coming for us skinny girls!!” | Mixed | Abusive | User Added |
| !!!!!!"@__BrighterDays: I can not just sit up and HATE on another bitch .. I got too much shit going on!" | Mixed | Abusive | User Added |
| !!!!!!!!!!!!!!!!!!"@T_Madison_x: The shit just blows me..claim you so faithful and down for somebody but still fucking with hoes! 😂😂😂" | 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