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 |
|---|---|---|---|
| Niggas is hoes #OnHere and in real life too.... | Mixed | Abusive | User Added |
| Niggas is bitches | Mixed | Abusive | User Added |
| Niggas hate me cuz they know im a threat to them & they bitches | Mixed | Abusive | User Added |
| Niggas gossip like hoes man I ain't wid that shit | Mixed | Abusive | User Added |
| Niggas go crazy over bitches now a days 😝 like calm yo happy ass down | Mixed | Abusive | User Added |
| Niggas get pussy in the friend zone | Mixed | Abusive | User Added |
| Niggas fall in love with an EVIL bitch and turn they back on they friends..... Its Cool Tho. | Mixed | Abusive | User Added |
| Niggas excited by these bitches, them the weird boys | Mixed | Abusive | User Added |
| Niggas deserve better bitches | Mixed | Hate Speech | User Added |
| Niggas cry when they get hit high and cry when they get hit low. NFL full of pussies now | Mixed | Abusive | User Added |
| Niggas cheat on they bitch and don't expect no pay back WHATSOEVER. Yall just as naive as these bitches. | Mixed | Abusive | User Added |
| Niggas cant stand me cuz they bitches be feelin a nigga . Get mad at yo so called "girl" | 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