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 was informed about a bird (pheonix) today that I could not find a physical image of.All paintings.Mythological or extinct? | Mixed | Safe | User Added |
| I was in the club and there was this good lookin bitch. ..she had gold teeth tho. I was confused smh | Mixed | Abusive | User Added |
| I was in the 9 grade and this bitch said something and I went off about her momma and her. She was like "I'm adopted" | Mixed | Abusive | User Added |
| I was in love with Charlie 😩 | Mixed | Safe | User Added |
| I was gunna eat the pussy but I'm on a diet ! | Mixed | Abusive | User Added |
| I was grown by the time I turned 16 wit only my grandma nigguh | Mixed | Abusive | User Added |
| I was gonna put “I wanna eat the pussy like a Saiyan” in her mentions but they’re savage enough. | Mixed | Abusive | User Added |
| I was given the same number as Mean Joe Greene in high school but was never as tough as that son of a bitch. #Respect | Mixed | Abusive | User Added |
| I was getting to the business while you was chasing the bitches | Mixed | Abusive | User Added |
| I was flying down the slope and just rammed into this small Asian boy, kid got up like a champ and walked it off | Mixed | Safe | User Added |
| I was feelin her About a week Agoooo, Now? She just a silly hoe....Silly hoe 💯💯✋ | Mixed | Abusive | User Added |
| I was eating & my mom gon say "damn calm down" TF bitch I am CALM | 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