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 |
|---|---|---|---|
| can my cat not kill birds and make a huge mes of feathers | Mixed | Safe | User Added |
| can bitches at least wait till it's their bday month to put that shit up? damm yall stingy | Mixed | Abusive | User Added |
| call me bitch @GlitteredInPink | Mixed | Abusive | User Added |
| byeeeee bitch, 😜 | Mixed | Abusive | User Added |
| butt chug 4lokos or nah | Mixed | Abusive | User Added |
| but shawty you not a bitch you the one I get money wid | Mixed | Abusive | User Added |
| but i do know one thing though, bitches they come they go, Saturday through Sunday monday, monday through sunday yooooo #superman | Mixed | Abusive | User Added |
| but at the same time she hates me so I don't wanna trust her bitch ass | Mixed | Abusive | User Added |
| but I'd rather be a free man in my grave than living as a puppet or a slave but above those shit options bitch would be free alive and rich | Mixed | Abusive | User Added |
| but I didnt get a write up thank god lol dumb white bitch | Mixed | Abusive | User Added |
| bunch of pussies | Mixed | Abusive | User Added |
| bruh YouTube a bitch ass nigga bruh on me bruh. | 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