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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| ~~Ruffled | Ntac Eileen Dahlia - Beautiful color combination of pink, orange, yellow & white. A Coll http://t.co/H0dYEBvnZB | Mixed | Safe | User Added |
| youu got wild bitches tellin you lies | Mixed | Abusive | User Added |
| young buck wanna eat!!.. dat nigguh like I aint fuckin dis up again | Mixed | Abusive | User Added |
| you've gone and broke the wrong heart baby, and drove me redneck crazy | Mixed | Safe | User Added |
| you's a muthaf***in lie “@LifeAsKing: @20_Pearls @corey_emanuel right! His TL is trash …. Now, mine? Bible scriptures and hymns” | Mixed | Abusive | User Added |
| you're such a retard i hope you get type 2 diabetes and die from a sugar rush you fucking faggot @Dare_ILK | Mixed | Hate Speech | User Added |
| you're all niggers | Mixed | Hate Speech | User Added |
| you worried bout other bitches, you need me for? | Mixed | Abusive | User Added |
| you really care bout dis bitch. my dick all in yo feelings | Mixed | Abusive | User Added |
| you niggers cheat on ya gf's? smh.... | Mixed | Abusive | User Added |
| you might as well gone pussy pop on a stage | Mixed | Abusive | User Added |
| you look like your 12 stop talking about fucking bitches ☝ | 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