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 |
|---|---|---|---|
| Fuck the club. Especially Dallas clubs. Nothing but stank pussy and thirsty niggas. | Mixed | Abusive | User Added |
| Fuck the church you attend , fuck your god, fuck the nigguh you call the savior . It's a fucking new world order baby | Mixed | Abusive | User Added |
| Fuck that stupid bitch.. 😒 | Mixed | Abusive | User Added |
| Fuck that shit I'm out this bitch | Mixed | Abusive | User Added |
| Fuck that niggah he so weak, he cant tell that you a freak | Mixed | Hate Speech | User Added |
| Fuck that niggah he so weak he cant tell that you a freak | Mixed | Abusive | User Added |
| Fuck that nigga's shit up! Olivia's pussy got Fitz going batshit!!! | Mixed | Hate Speech | User Added |
| Fuck that new bitch , that you think you found. | Mixed | Abusive | User Added |
| Fuck that hoe??? thats exactly what dese hoes doin. Gettin fucked nd yall niggas the one to blame | Mixed | Hate Speech | User Added |
| Fuck that hoe. | Mixed | Abusive | User Added |
| Fuck that hoe! | Mixed | Abusive | User Added |
| Fuck that bitch | 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