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 |
|---|---|---|---|
| I dnt let NOBODY borrow my shit& i let My girlfriend got my sweats lol thas how u know she runnin shit...u otha hoes cant get a sock from me | Mixed | Abusive | User Added |
| I didnt buy any alcohol this weekend, and only bought 20 fags. Proud that I still have 40 quid tbh | Mixed | Safe | User Added |
| I didn't wanna see your hoe ass pictures anyways. Take care of your fuckin kids too. | Mixed | Abusive | User Added |
| I didn't know my nig G-Eazy had reached a million views on one of his songs, haha that's crazy | Mixed | Abusive | User Added |
| I didn't forsake all other bitches for my wife to be getting fucked on by another nigga. and you know she married? you gotta die. | Mixed | Hate Speech | User Added |
| I didn't even get to see my baby today. Smh it's all my moms fault. Selfish bitch. | Mixed | Abusive | User Added |
| I didn’t go to school here RT @LmaoAtDoseHoes: Arizona full of ugly hoes RT @t All my crushes ended up ugly after high school damn shame | Mixed | Abusive | User Added |
| I did everything except trust these hoes | Mixed | Abusive | User Added |
| I did everything but trust these hoes ! | Mixed | Abusive | User Added |
| I did anything for my bitch now these hoes only get hard dick nbs | Mixed | Abusive | User Added |
| I despise clichés... you aint original bitch, you are a copy. #deleted | Mixed | Abusive | User Added |
| I definitely cant FW a nigga that associates himself wit bitches I DONT fw 😂😭 tf you fuccing Goofball ✂️✂️ | 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