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 |
|---|---|---|---|
| My nigga dm'd a bitch and said "ur eyes are so beautiful they melt me" lmaoooo nigga thought he was reading a romantic comedy movie script | Mixed | Abusive | User Added |
| My nigga calls fat bitches ” porkers” lmao | Mixed | Abusive | User Added |
| My nigga Bolin does NOTHING but win with the bitches breh | Mixed | Abusive | User Added |
| My nig said he don't see the differences between pornos and monster ball.... My face 😧 | Mixed | Abusive | User Added |
| My nig kkeldalegend took me out for some more of that good old New Orleans soul food! http://t.co/vCBKAcQBHV | Mixed | Safe | User Added |
| My nig jus said ain't nuttin worse den a fat loud hoe.tru fuckin story | Mixed | Hate Speech | User Added |
| My nig jus found out his girl fuckin anotha nig so he meets up wit dis nigga..... | Mixed | Abusive | User Added |
| My nig been talking bout what he gonna be for Halloween since July, to excited! | Mixed | Abusive | User Added |
| My nig Todd Gurley a beast | Mixed | Abusive | User Added |
| My nig "@im_me_mi: "@oneshadowlove: yes black people live in Wisconsin lmao @80sbaby4life"shock da shit out me too #learnsomethingeveryday" | Mixed | Abusive | User Added |
| My niccas was too Real fa these Streets #RIP Ike #Free Nwax http://t.co/0a2dy3vZkm | Mixed | Abusive | User Added |
| My niccas on sum spooky shit, hide n a cut pop out n drop a bitch | 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