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 @ConservativeLA: Let the Dem concern-trolling commence in earnest! Wagons ho! | Mixed | Safe | User Added |
| RT @ConceitedNoRezn: So ike just had to punch a nigga for harassing a young lady on Ga ave and Florida Ave in nw dc #youoksis | Mixed | Abusive | User Added |
| RT @ComplexMorality: When someone tweets these hoes aint loyal but they laid up at the crib looking like.... http://t.co/OV5Q8lVsjn | Mixed | Abusive | User Added |
| RT @Comp10Tx: Rihanna really is trash | Mixed | Safe | User Added |
| RT @Comp10Tx: Lowkey called that faggot a faggot. | Mixed | Hate Speech | User Added |
| RT @CommonWhiteGrl: mom why can't u just accept me for the bad bitch i am | Mixed | Abusive | User Added |
| RT @CommonWhiteGirI: hiding your favorite snacks from your family bc you're a selfish bitch | Mixed | Abusive | User Added |
| RT @CommonWhiteGirI: don’t send me snapchats from something i wasn’t invited to you rude ass bitch | Mixed | Abusive | User Added |
| RT @CommonBlackGirI: When a hoe says hi to bae http://t.co/95bBmGJiJF | Mixed | Abusive | User Added |
| RT @ComedyPosts: When you make a joke and someone you hate laughs and you're thinking: "No bitch you aren't allowed to laugh". | Mixed | Abusive | User Added |
| RT @ComedyPics: If Kanye took Kim to McDonald’s then ya hoes don’t deserve $200 Dates http://t.co/2QK4I1fRTs | Mixed | Abusive | User Added |
| RT @ComedianSpank: I went to college Every college got a bird class where u can get ya friend to sign u in & get an A out the class Rashad … | Mixed | Safe | 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