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 |
|---|---|---|---|
| Nah nicca.. you GOT GAS! 😝😂😂😂RT @SpaceJam_Teeg: @VonshayeB 😂😂😂 blowing gas 😤 | Mixed | Abusive | User Added |
| Nah nicca, its to light to be my dark ass lol RT @swiper252: @VonshayeB and.i knowww thats your baby picture lol | Mixed | Abusive | User Added |
| Nah nicca! WTH are my cheese fries?! 😒 RT @swiper252: @VonshayeB get me one, bring it to the barber sshop at 11 please 😍😍😘😘 | Mixed | Abusive | User Added |
| Nah my nigga just tried to set me up with the ugliest bitch of all time at the club just now. We officially ain't friends no more dawg wtf | Mixed | Abusive | User Added |
| Nah just yo hoe she just swung matter fact RT @iiAK: @_VinChi3 yu get hoes?!? 😧 | Mixed | Abusive | User Added |
| Nah if she wus freak an got smutted by multiple niggas, you jis then cuffed up a hoe... | Mixed | Abusive | User Added |
| Nah fuck em bitter heat bitches "@YeIIowbang: Funny seeing heat and bulls fans get along lol" | Mixed | Abusive | User Added |
| Nah fuck Bungie they ain't givng me nNO drops. Stingy ass niggas. RT @CaratCutClarity: You trash at destiny if you aint at least 25 | Mixed | Abusive | User Added |
| Nah bitch you just ugly | Mixed | Abusive | User Added |
| Nah bitch apples apples apples! but bitch nawl cuz oranges oranges oranges! bitch. You dumb as fuck. | Mixed | Abusive | User Added |
| Nah Mimi a bitch | Mixed | Abusive | User Added |
| Nah I definitely gotta find me a bitch to drive me around in my whip while I'm drunk to this Ty Dolla $ign tape b it's only right | 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