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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| She just wanna run around the city and make memories that she can barely remember and I'd allow her, talk about pussy power. | Mixed | Abusive | User Added |
| She is not a "whore" she a ho | Mixed | Abusive | User Added |
| She in the mall she balling bitch buy something for me | Mixed | Abusive | User Added |
| She has zebra tights in her take home bag, me and my mom are just 😍 | Mixed | Safe | User Added |
| She got me like fuck that bitch | Mixed | Abusive | User Added |
| She got every niggah lookin like dam | Mixed | Hate Speech | User Added |
| She got ass, this bitch got hips, this bitch got thighs. This bitch here fine, this bitch here bad, she all the way live. | Mixed | Abusive | User Added |
| She got arrested for domestic violence against him!! Ugh bitch -_- | Mixed | Abusive | User Added |
| She gonna pop that pussy for a real niggaa | Mixed | Abusive | User Added |
| She gon look over these bitches like terms and conditions... | Mixed | Abusive | User Added |
| She give away that pussy like loose change | Mixed | Abusive | User Added |
| She get a bunch of money, spend it all on drugs, mobbin with her bitches, never fall in love 💀💨💋 | 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