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 |
|---|---|---|---|
| "Like... correct me if I'm wrong but... Doesn't pimpin involve 'smackin bitches for money'?" | Mixed | Abusive | User Added |
| "Let's kill cracker babies!". WTF did I just hear???????? WOW. | Mixed | Hate Speech | User Added |
| "Let's do nips ahoy and spank me maybe" | Mixed | Abusive | User Added |
| "LOL, cripple!" - Wendy Davis. RT @MailOnline: Scientists create remote-controlled chick to study shy penguins http://t.co/mT3B09Slod | Mixed | Safe | User Added |
| "LMFAOOOOOOOOOOOOOOOOOO @bb_brooks: If your pussy is good but my mama don’t like you? Guess who gotta go………..my mama." | Mixed | Abusive | User Added |
| "Just follow the yellow brick twitter." | Mixed | Safe | User Added |
| "Julia Roberts, you're a ho" @LaurenGardner8 #NottingHill | Mixed | Abusive | User Added |
| "It's the dykes" -hunter dyke with a dyke http://t.co/LGtw3AWMeh | Mixed | Abusive | User Added |
| "It's never too late to tag a bitch."- @CyFyre | Mixed | Abusive | User Added |
| "It's allegations, were u in the bedroom? Did u see it?" Words of a naive & blind bitch. We know ur husband cheated on u. Ramona is dumb!!! | Mixed | Abusive | User Added |
| "It takes a true directioner to accept Larry" You know what bitch its fans like you that make the boys cry. #ThankYouPaulForConfirmingLarry | Mixed | Abusive | User Added |
| "Is that an albino Mexican?" "No dad, he's Asian." | 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