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 @itscoleharmon_: 11:11. I wish you would stop being a hoe. | Mixed | Abusive | User Added |
| RT @itsclaribelyo: Swag fags are now hibernating because great America and Christmas in the park are both closed. 😂 | Mixed | Abusive | User Added |
| RT @itsTylerStarr: If we date💏❤️ Get rid of ya Ex's 🚶🚶🚶🚶🚶🚶 I'll get rid of my hoes 💃💃💃💃💃💃💃 We don't need NO interference 😍💑👫💍💍💕💯 | Mixed | Abusive | User Added |
| RT @itsSamCollins: I hate seeing people with money spend it on stupid shit, you don't need 11 TVs & a shark tank you twat | Mixed | Abusive | User Added |
| RT @itsMeekMill: Unloyal girls turn good guys into assholes. And unloyal guys turn good women into bitches. | Mixed | Abusive | User Added |
| RT @itsDorry: school doesnt even test your intelligence it tests ur memory... ....it tests my ability to keep calm and not slap a bitch | Mixed | Abusive | User Added |
| RT @itsDorry: maybe all these fake bitches will pretend to be real for halloween | Mixed | Abusive | User Added |
| RT @itsDorry: just seen this little yellow nigga who lives in a pineapple..... thats some crazy shit. | Mixed | Abusive | User Added |
| RT @itsDorry: Attractive girls are always the most insecure... 🙍 While these Shrek looking bitches, walk around thinking their the shit 💁 | Mixed | Abusive | User Added |
| RT @itsDonLeach: You're still a pussy @BarackObama | Mixed | Abusive | User Added |
| RT @itsDeSha__: when you @ a bitch they never talking bout you all of a sudden 😂 | Mixed | Abusive | User Added |
| RT @itsDeSha__: hickeys hurt I don't see how people always have them hoes . | 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