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 |
|---|---|---|---|
| Why you think all these niggas end up with all these kids? Fucking ugly bitches | Mixed | Hate Speech | User Added |
| Why you talking to hoes about bro nem?! 😤 | Mixed | Abusive | User Added |
| Why you stressin bout a bitch . | Mixed | Abusive | User Added |
| Why you shouldn't eat pussy unless you love her http://t.co/BkpLT6D9ax | Mixed | Abusive | User Added |
| Why you let these hoes tear what we had right apart | Mixed | Abusive | User Added |
| Why you let these hoes tear what we had apart you shud be beware beware | Mixed | Abusive | User Added |
| Why you gotta be such a hoe smh I ain't captain save a hoe !! | Mixed | Abusive | User Added |
| Why you fuckin wit a niggah if you aint fuckin wit a real niggah | Mixed | Abusive | User Added |
| Why you Worried bout a bitch, weed, clothes,sex, game system, parties,chillin , but no job | Mixed | Abusive | User Added |
| Why yes, functioning tho RT @blaaksuedepumps: Are you retarded? | Mixed | Abusive | User Added |
| Why yall bitches be havin stretch marks on yall upper ass 😂😭😭 | Mixed | Abusive | User Added |
| Why would you think Common is trash? Tf | Mixed | Safe | 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