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 |
|---|---|---|---|
| The undesirables RT @KingHorseDick: @viaNAWF 😭😭😭😭😭 these bitches big bruh | Mixed | Abusive | User Added |
| The ugliest bitches swear they bad.. But 😴 | Mixed | Abusive | User Added |
| The type of bitches that I like think broke is disgusting | Mixed | Abusive | User Added |
| The two ringless fags RT @EverybodyHatesX: Barkley & Reggie were talking nonsense the entire game | Mixed | Safe | User Added |
| The tweeter gurl is on Tumblr using a taser on roaches that I'm assuming are in her house. You bitches have no shame. | Mixed | Abusive | User Added |
| The thinner the eyebrow, the crazier the bitch | Mixed | Abusive | User Added |
| The thing about working with black people. These bitches never on fucking time then wanna complain about a short check. Bitch die.Today. now | Mixed | Hate Speech | User Added |
| The streets a dirty hoe, niggad try to wife it though. | Mixed | Abusive | User Added |
| The spot is open for you take so your better grab it before another bitch do and if she is determined and beautiful enough she will do it! | Mixed | Abusive | User Added |
| The solution is simple : buy a bitch | Mixed | Abusive | User Added |
| The shit that you bitches brag about is hilarious | Mixed | Abusive | User Added |
| The same bitches you chicks posing wit in pics for Instagram likes be the same bitches texting your boyfriends when he ain't textin you back | 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