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 got 99 problems and a bitch ain't one... She's all 99, I think I need a sub machine gun #gratata | Mixed | Abusive | User Added |
| I got 7 A's & a B on my progress report & I still be touchin Bands 😂😭 bitch get like me 😏💯 | Mixed | Abusive | User Added |
| I got 2 bitches if them bitches snitching then finger itchin. shot em the kitchen, Makem wash the dishes. | Mixed | Abusive | User Added |
| I got .05" of rain yesterday including the bird shit in my gauge. | Mixed | Abusive | User Added |
| I gonna start unfollowing angry bitches. Shit is mad depressing | Mixed | Abusive | User Added |
| I give off the Selfish little bitch vibe, but if you get to actually know me I tend to put others before myself 24/7 | Mixed | Abusive | User Added |
| I give my niggas hope and sell these bitches dreams! | Mixed | Abusive | User Added |
| I get so deep in that pussy i touch the back of her soul!!! | Mixed | Abusive | User Added |
| I get more nudes than all you bitches 😎 | Mixed | Abusive | User Added |
| I get gwop now that bitch remember me | Mixed | Abusive | User Added |
| I get bitches on tinder | Mixed | Abusive | User Added |
| I get a 50 pound bag of dawg for the mutts | Mixed | Safe | 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