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 |
|---|---|---|---|
| Fireball has turned from a cool liquor I used to be sponsored by...to a drink for pussy country dudes who hear it in a song. | Mixed | Abusive | User Added |
| Fire, bitch. http://t.co/69ZrZ3MMNM | Mixed | Abusive | User Added |
| Finna get 86'd cause bitches in coming at me wrong | Mixed | Abusive | User Added |
| Finna favorite my last tweet so niccas will kno I been knew wassup | Mixed | Abusive | User Added |
| Finished Yankeeography and still hate the Arizona D'backs for winning in 2001, Yankees shoulda had that | Mixed | Safe | User Added |
| Fines hoes only 😏👌 | Mixed | Abusive | User Added |
| Fine chicks lap dances always trash | Mixed | Safe | User Added |
| Fine ass fat bitch... #TwitterLurking | Mixed | Abusive | User Added |
| Fine I'll settle for an Oreo milkshake | Mixed | Safe | User Added |
| Finding cheap 240s on Craigslist but they all need a new tranny 😩😔 | Mixed | Safe | User Added |
| Find her ass and push her down some stairs by accident. Throw some water on the floor. Shit. Kick a bitch. | Mixed | Abusive | User Added |
| Find a big butt bitch somewhere and get my nuts kissed 🎧🎧📼🎵🎵🎵 | 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