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 |
|---|---|---|---|
| Really bitch? | Mixed | Abusive | User Added |
| Really ain't nuttin to cut that bitch off | Mixed | Abusive | User Added |
| Really Barnicle? OJ or Anthony Weiner? MJ is a clown show for #teabaggers and the rich. Come on #msnbc do you want good ratings? #morningjoe | Mixed | Abusive | User Added |
| Real talk not being byes or nothin! The whole NFC south glad bag trash this year none of the teams have a chance making it to the playoffs! | Mixed | Safe | User Added |
| Real talk I really ain't fully trusted a bitch since Instagram and twitter became popular | Mixed | Abusive | User Added |
| Real shit: I love eating pussy. | Mixed | Abusive | User Added |
| Real shit. Now if the bitch want some grapes or something, THATS different. | Mixed | Abusive | User Added |
| Real nigs uck with me and I don't give a uck who don't | Mixed | Abusive | User Added |
| Real niggas treat me with respect and you're a pussy, nigga. | Mixed | Abusive | User Added |
| Real niggas speaking bitch u better listen.... | Mixed | Abusive | User Added |
| Real niggas let real bitches cum first 😜 | Mixed | Abusive | User Added |
| Real niggas let real bitches come 👆 | 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