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 |
|---|---|---|---|
| I ignore birds | Mixed | Safe | User Added |
| I hopes dis don't come as a severe shock to use but I'm colored | Mixed | Safe | User Added |
| I hope you wrapping it up! Give that pussy a break! All them niggas you fuckin, never been on a date 😩 | Mixed | Abusive | User Added |
| I hope you realize that your both retarded | Mixed | Abusive | User Added |
| I hope you get eye cancer bitch. | Mixed | Hate Speech | User Added |
| I hope you all accidentally get a fat black bitch pregnant | Mixed | Abusive | User Added |
| I hope the trash I talk abt @CNN's poor product doesn't hurt my chances of getting hired as a legal correspondent. I was jk CNN. | Mixed | Safe | User Added |
| I hope the Yankees get Soriano, shoulda never gave him away for Alex Rodriguez | Mixed | Safe | User Added |
| I hope out making they moneyy..lol RT @Broski5519: Aye... whr da hoes at..???? | Mixed | Abusive | User Added |
| I hope i trip and fall into some pussy, tunechi | Mixed | Abusive | User Added |
| I hope Charlie brought the lube for this test... | Mixed | Safe | User Added |
| I honestly don't understand why men love to bash the women that make them feel good. "She sucked my dick soooo goood. She a ho!" -__- | 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