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 |
|---|---|---|---|
| “@ABadBitchCost_: omg yall should see this bag of weed dog this bitch like a .3 fasho lmfaooooo” 😩😂 | Mixed | Abusive | User Added |
| “@9acino_: Even though Trunks was one of the main characters, Dragon Ball GT was lowkey weak weak” Nothing lowkey about it.. Shit was trash | Mixed | Abusive | User Added |
| “@954Nole: This bitch is looking dumber and dumber by the minute.... >>>>>>> @MattHomeTeam” | Mixed | Abusive | User Added |
| “@50TysonRap: Saw a homeless man sleeping in a box surrounded by bubble wrap. Must be his new alarm system.” You aren't even FUNNY bitch | Mixed | Abusive | User Added |
| “@50TysonRap: Aye nigga, who tryna freestyle?” You trash though lol | Mixed | Abusive | User Added |
| “@4REALROY: @Vomitdatruth no more chunky nugs for you 🌳” he doesn't even hook it up like that. | Mixed | Abusive | User Added |
| “@44BINKO: Denzy tryna hoe broski Izzy 😩”😂 | Mixed | Abusive | User Added |
| “@305MAYOR: Bad breath ain't cute not even if you a so called bad bitch and it's usually cause by a shitty attitude” unk ain't ever lied | Mixed | Abusive | User Added |
| “@2hood2bgud: @uce_INA 👀👂 a bitch is all ears...” My mama told me not to talk to bitches so...😴😂jk | Mixed | Abusive | User Added |
| “@2Blunts1Jorge: Lol bitch funny, i was over you from the min i tossed your ass to the curb😷” 🙌😭 | Mixed | Abusive | User Added |
| “@239rell: If you got paid 2million dollars to eat a nugget of shit would u eat it?” Smash that bitch | Mixed | Abusive | User Added |
| “@21Cvasquez: My brother is a bitch, pussy, faggot, etc.” you just like getting beat up don't you? | 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