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 |
|---|---|---|---|
| niggas are jus like btchs talking bout a hoe then right back in her face dnt come to me talking bout nan hoe if you gne b right back fwher💆 | Mixed | Abusive | User Added |
| niggas ain't playin a gram of defense man George need to tell these bitch ass niggas man up | Mixed | Hate Speech | User Added |
| niggas & bitches dating ugly niggas & hoes kuz they can trust em then they cheat w/ the elite hoes & niggas ...😂😂😂 | Mixed | Abusive | User Added |
| niggah hurry up | Mixed | Abusive | User Added |
| nigga u a cunt where yo fendi clutch | Mixed | Hate Speech | User Added |
| nigga relax lmao“@SouthsideVic: I cheat on my girl with regular bitches so this a no brainer. RT “"@artillery909: http://t.co/VNmdSAT7gS"”"” | Mixed | Abusive | User Added |
| nigga paybacks a bitch and bitch you been livin in debt with me | Mixed | Abusive | User Added |
| never would I put bacon grease on my face and let a werewolf eat my face to save a bitch. nope nope nope!! | Mixed | Abusive | User Added |
| never trust a hoe | Mixed | Abusive | User Added |
| never lose bitches chasing money 😌 #Priorities | Mixed | Abusive | User Added |
| never lie never cry never die we gone die love my friends love my hoes yellow sluts call them gold | Mixed | Abusive | User Added |
| never lie never cry never die we gone die love my friends love my hoes yellow sluts call them gold | 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