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 |
|---|---|---|---|
| @TheRealJohn_Doe dude fucking mono sucks and my bed is trash | Mixed | Abusive | User Added |
| @TheRealJRSmith And its people like you that give us all a bad name, you are a disgusting piece of shit of a person a nigger is what you are | Mixed | Hate Speech | User Added |
| @TheRealDiamondJ I'm the type to put that bitch in a river so you can gtf out my locations lol | Mixed | Abusive | User Added |
| @TheRealCortlan All the thirsty hoes. Lol | Mixed | Abusive | User Added |
| @TheRealCVL and @CoryHolmes24 are faggots. Kbye. | Mixed | Hate Speech | User Added |
| @TheREALJB1RD They best not fuss about this basement, bitch is like a skating rink. http://t.co/8Fk8LGxAND | Mixed | Abusive | User Added |
| @TheREALJB1RD Now beaners drive em. | Mixed | Abusive | User Added |
| @TheREALJB1RD Gotta get my superbowl shirt at the cleaners then we hitting the big bird. | Mixed | Safe | User Added |
| @TheREALJB1RD @winchstrracin @wyatt11w Maybe he can call Hootie back up, he don't answer me anymore but still have crows. | Mixed | Safe | User Added |
| @TheREALJB1RD @Mightymorph Big birds, big peckers.... They always mad cause they only get laid once and that's by their mother. | Mixed | Abusive | User Added |
| @TheOnlyReed you a hoe ass savage, this shit brings up memories so cook on my g. | Mixed | Abusive | User Added |
| @TheOnlyBDavey them bitches uggo as fuck too | 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