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 |
|---|---|---|---|
| RT @ChiefKeef: You niggaz get so emotionaaaal, You remind me of my bitch! | Mixed | Abusive | User Added |
| RT @ChiefKeef: That pussy Ain't yours broski. It's jus your turn! | Mixed | Abusive | User Added |
| RT @ChiefKeef: Shannon said U hoes cant be wit The GLO! | Mixed | Abusive | User Added |
| RT @ChiefKeef: If my bitch fuckin she jus a thot! I mean I'm tryna take shit to a next level here. | Mixed | Abusive | User Added |
| RT @ChiefKeef: Finna fly me a Thot out here! Get back on My make bitches Fly like Peter Pan shit. | Mixed | Abusive | User Added |
| RT @ChiefKeef: Dat bitch Katy Perry Can Suck Skin Off Of my Dick | Mixed | Hate Speech | User Added |
| RT @ChiefCaitlin: I forgot ONE letter guys I promise I'm not an illiterate hillbilly 😭 | Mixed | Abusive | User Added |
| RT @ChicoTheWolf: #DavidPullsBitches “@davidam_23: #TweetSomethingYouGetAlot Go talk to all your other hoes” | Mixed | Abusive | User Added |
| RT @ChicoFlicoFlame: Every super hero a bitch except iron man Peter Parker the biggest hoe loser ass nigga no bitches no cribs no whips | Mixed | Abusive | User Added |
| RT @ChickenColeman: I need some hoes man real shit | Mixed | Abusive | User Added |
| RT @ChiChi_knows: Chris brown a bitch because everyone talks about his relationship. Why come at two females? Charlemagne be saying the sam… | Mixed | Abusive | User Added |
| RT @CheyenneWright_: @villasenor_30 it means you're a faggot lol | Mixed | Hate Speech | 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