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 |
|---|---|---|---|
| Punk bitch walking tall like you got something to prove | Mixed | Abusive | User Added |
| Punk ass cop jus bulldogged that bitch https://t.co/SCeoQIqbme | Mixed | Abusive | User Added |
| Punk ass broke faggots. | Mixed | Hate Speech | User Added |
| Punch that hoe cause she deserve it. | Mixed | Abusive | User Added |
| Pumpkin spice Marlboro's for da hoes | Mixed | Abusive | User Added |
| Pullout game trash... «@arigold_88 Iyanla having an intrrvention with a man who has 34 kids with 17 women. I have other questions.» | Mixed | Abusive | User Added |
| Pulling hoes ain't something to be proud of hoes go with anybody ✋ | Mixed | Abusive | User Added |
| Pulled up on this coco ratchet on my way home 😂😭 @@kayysavage yes bitch | Mixed | Abusive | User Added |
| Pull up on my x make that bitch mad | Mixed | Abusive | User Added |
| Pull up on my ex make that bitch mad. | Mixed | Abusive | User Added |
| Pull up on my ex make that bitch mad | Mixed | Abusive | User Added |
| Pull up on a nicca #Bored | 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