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 |
|---|---|---|---|
| She be thinking she throwing that pussy back so good and all she doing is throwing ya nut process off | Mixed | Abusive | User Added |
| She be on some real shit n stay on some chill shit .. Besides all my niccas the only one I can chill wit! | Mixed | Abusive | User Added |
| She actin like a hoe i dont want her, id rather just smoke my marijuana | Mixed | Abusive | User Added |
| She actin b00gie around u cuz she used to them things u cant supply. Fuckin wit mee..cuz Mr.He ain't shit be the first to take a niqqa bitch | Mixed | Abusive | User Added |
| She a true boss bitch I respect her | Mixed | Abusive | User Added |
| She a hoe cause your boyfriend want her? she scary cause she dont talk shit like y'all? she ugly cause you don't like her? GROW UP! | Mixed | Abusive | User Added |
| She a dyke if one side of her head is faded out | Mixed | Abusive | User Added |
| She a dirty bitch and I dotn have a doubt | Mixed | Abusive | User Added |
| She a bird for that ... Shit was disrespectful! Then ran outside n left her man to get bossed on! | Mixed | Abusive | User Added |
| She a bad bitch period. But she didn't have to get these big ass implants 😂 fucc http://t.co/Dd5iu85lPx | Mixed | Abusive | User Added |
| She May Be Dumb As A Stump, but even Sarah mocks OBAMA! http://t.co/Qwxb4wbfZq” | Mixed | Safe | User Added |
| Shawty pussy wet, the dope drippn wet 💦 | 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