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 |
|---|---|---|---|
| Nigga yu bitch made 🌵🌵 | Mixed | Abusive | User Added |
| Nigga you made it RT @HtownsNuNu: Nigga we made it..🙌🙌"@viaNAWF: Best rider? That goes to a blaxican." | Mixed | Abusive | User Added |
| Nigga you is a fool 😩 “@BOSSMANRAN: I feel like eatin nd beatin a pussy up 😩” | Mixed | Abusive | User Added |
| Nigga you a pussy, hope you got 9 lives. | Mixed | Abusive | User Added |
| Nigga was sweating like a guilty preacher in that bitch | Mixed | Abusive | User Added |
| Nigga said dates is pussy installment plans, so is that why you gotta keep saying her when you get it cuz it's never truly yours? | Mixed | Abusive | User Added |
| Nigga retweets the most trash shit | Mixed | Abusive | User Added |
| Nigga pee wee is a bitch | Mixed | Abusive | User Added |
| Nigga payback's a bitch..! | Mixed | Abusive | User Added |
| Nigga just had them crackers on a chase. | Mixed | Hate Speech | User Added |
| Nigga ill take ya main hoe make her call her home girl and make em share the same dick | Mixed | Abusive | User Added |
| Nigga i wus graduating RT @i_EaT_PIE: If you wasn't in the 6th grade in 1996, you a hoe | 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