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 |
|---|---|---|---|
| @klejdys He may be 'hustlin' but he studied Critical (Race) Theory and 'my people' Holder is getting his 'revenge.' They hate whitey. | Mixed | Hate Speech | User Added |
| @kittygurl9714 bitch you mentioned me first tf wrong wit yo psychotic ass. | Mixed | Abusive | User Added |
| @kittygurl9714 I highly doubt you're a real woman. You're prolly a fat ass man. Who fuckin cares?!? Let me do me ho | Mixed | Abusive | User Added |
| @kitty_hello14 bitch I ain't arguing with you .. Fuk on! You said some slick shit n I addressed it .. #Simple | Mixed | Abusive | User Added |
| @kittty_jpg @nosfiend215 @SteeZeyFLOW you were the one that jumped in this conversation you smelly ass bitch... just fuck off and thats it.. | Mixed | Abusive | User Added |
| @kittty_jpg @SteeZeyFLOW @nosfiend215 at least im not black bitch your parents left you in the mcdonalds parking lot after you were born | Mixed | Hate Speech | User Added |
| @kitten_nugget69 stfu dyke looking hoe. | Mixed | Hate Speech | User Added |
| @kitten_nugget69 @danusaur bitch you're the ugly one that's why everyone leaves you AHAHAHAA | Mixed | Abusive | User Added |
| @kitlange stop oppressing me! Have you heard of free speech? Stop shoving your lifestyle down my throat! 1st AMENDMENT! #tcot #teabaggers | Mixed | Hate Speech | User Added |
| @kirstynehbu faggot | Mixed | Hate Speech | User Added |
| @kirbys08 @_James_Kirby_ fuck you bitch. | Mixed | Abusive | User Added |
| @kinkymuslim bitch music | 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