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 |
|---|---|---|---|
| RT @sugaarCanee: Hoes be like "go talk to one of your hoes".... I be like "you are one of my hoes" | Mixed | Abusive | User Added |
| RT @suckdisdpiece69: I'm gonna rock out with my cock out, and you're gonna jam out with your clam out | Mixed | Abusive | User Added |
| RT @studio6263: M&S bids for most social Christmas yet with ‘Follow the Fairies’ campaign http://t.co/5OaL2EHhG2 #CLE #marketing | Mixed | Safe | User Added |
| RT @stripsofgabby: 😂😂😂💀“@SouthsideVic: My stroke game stale so I gotta eat the pussy like a husky dike.” | Mixed | Abusive | User Added |
| RT @strapdafool: Naw deez ain't no 24s hoe u gota add 4 mo ...#str8up | Mixed | Abusive | User Added |
| RT @stoolpresidente: If a tree falls in the woods and nobody is around does it make any noise? If NJ blows away and only trash live the ... | Mixed | Safe | User Added |
| RT @stillandru: White ppl will call Mexicans beaners and claim they taking their jobs but have sugar skull tattoos :-( | Mixed | Abusive | User Added |
| RT @steviegarcia11: Here come wiggas soft tweets.. 😂 | Mixed | Safe | User Added |
| RT @steveersh: I'm a star jones man myself, I love that big bitch | Mixed | Abusive | User Added |
| RT @stephpaulus: I have yet to master the art of eating a powdered donut without looking like I just left Charlie Sheen's house. | Mixed | Safe | User Added |
| RT @stepheeezyy: Rt *nigga *bitch *him “@187XO_: ' I will never date a female with another niggah name on her lol . Wtf .” | Mixed | Hate Speech | User Added |
| RT @stephanielazox: Hope you got what you wanted bitch. | 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