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 |
|---|---|---|---|
| Karma is a bitch so baby you will get yours | Mixed | Abusive | User Added |
| Karma is a bitch and usually comes around and goes around right? Or do some people just always catch the lucky breaks? | Mixed | Abusive | User Added |
| Karma is a bitch | Mixed | Abusive | User Added |
| Karma a bitch, but she can't figure me out with the shit im doing.. | Mixed | Abusive | User Added |
| Karlie jus put all these bitches on niggas better start checkin they wheels after y'all drop y'all bitch off | Mixed | Abusive | User Added |
| Kanyes verse on "I won" is making hoes feel like trophies for real. | Mixed | Abusive | User Added |
| Kanyeeeeeee is just a yard ape acting idiot!just stupid... | Mixed | Safe | User Added |
| Kanye west is a faggot | Mixed | Hate Speech | User Added |
| Kanye new video so bitch made mane. Bruh how you gone throw shots a Barrack den come up wit Dat shit | Mixed | Abusive | User Added |
| Kangaroo jac ! “@WayneL_Jr: A Bitch wit dry weave RT @taelar_bby: Fuck I look like hoe http://t.co/HKmTwgp9ah” | Mixed | Abusive | User Added |
| Kaetlin is a bitch | Mixed | Abusive | User Added |
| Kae & Chris coming for yall bitches as a couple ❤️👌 | 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