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 |
|---|---|---|---|
| @nsanemujer @surfboard101 fuck you both bitches. | Mixed | Abusive | User Added |
| @npratc Explains why they're waving trash bags around over their heads. | Mixed | Safe | User Added |
| @noturavurage You can roll? And what you got to eat? Barter system my nig! | Mixed | Abusive | User Added |
| @nosfiend215 @faggot696969 niggers | Mixed | Hate Speech | User Added |
| @normingtonTJ @hollywood_ferg7 lmfao sorry bitch, no one likes you wes | Mixed | Abusive | User Added |
| @noobde @RodriguezLiam *draws perfect scorpion* *writes name all retarded* | Mixed | Abusive | User Added |
| @noma2300 bitch fuck you & your dad. | Mixed | Abusive | User Added |
| @noah_55 also you can only refer to a girl as "bitch" if she has sucked your D #BetDat | Mixed | Abusive | User Added |
| @noPOPULARity_ lmaoo one nigga had that 2nd pic as "Looove that pussy from Popeyes!" lmaoo that shit killed me | Mixed | Abusive | User Added |
| @nkyathappala I'm gonna drink monster til I sue we gettin the bitch #GottaGetThe30 | Mixed | Abusive | User Added |
| @nikkiconner13 @bellabelcastro trippy hoes 🌀🌀 | Mixed | Abusive | User Added |
| @nightpurrowler niggah das gay | 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