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 |
|---|---|---|---|
| @ImToBlame you a fatherless wallet carrying ass video game playing ass negro breh. You filth. No way you can afford to date a #TwitterHoney. | Mixed | Hate Speech | User Added |
| @ImToBlame lyin ass bitch @GhostwritaMusic @ILL_Wil_ @brunzilla | Mixed | Abusive | User Added |
| @ImToBlame listen cuntrag whore bitch, shit be expensive as fuck, man. We had to do PR first that one year, this year was the wedding so. | Mixed | Abusive | User Added |
| @ImToBlame bitch you opulent as fuck refrain from conversing upon matters of the middle class. | Mixed | Abusive | User Added |
| @ImToBlame bitch I got a ring now ho I ain't fatherless no more ill fight you. | Mixed | Abusive | User Added |
| @ImToBlame although I will concede that bitch bought into the "funnel bitches to Dwight #NoPedo" tho. | Mixed | Abusive | User Added |
| @ImToBlame Apple TV got the NFL channel on that bitch, I'm pretty sure they're all on there. I've watched a couple. @DukeOfZamunda | Mixed | Abusive | User Added |
| @ImSooooMad guess who's eating cracker b without you | Mixed | Safe | User Added |
| @ImSoLK @OgHasnt fag | Mixed | Abusive | User Added |
| @ImSoLK 1v1 gun game pussy | Mixed | Abusive | User Added |
| @ImOnMyLevelGTB so what ur sayin is all I mess wit is hoes? #shady | Mixed | Abusive | User Added |
| @ImHis_Treasure when bitches get inches they be like. | 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