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 once tried to be everything this bitch said she wanted in a man... That shit didn't get me anywhere. | Mixed | Abusive | User Added |
| I nicknamed Lux Coach K because without him we would of never heard of Duke lol Charlie | Mixed | Safe | User Added |
| I never thought you could irritate me like. Please stop being a fucking bitch. Surprised your boyfriend puts up with you. #stupidspecs | Mixed | Abusive | User Added |
| I never seen a Asian or Chinese bitch pregnant ..shit I throught they kids just spawn like call of duty 😂😭 | Mixed | Abusive | User Added |
| I never put no hoes b4 my bros | Mixed | Abusive | User Added |
| I never played a bitch... But bitches most definitely played they self | Mixed | Abusive | User Added |
| I never had any friends the entire time I lived in #Virginia. No one was cool to me. I hope those white trash Southerners all die. | Mixed | Hate Speech | User Added |
| I need to stop being a little bitch lol | Mixed | Abusive | User Added |
| I need to re up on some hoes | Mixed | Abusive | User Added |
| I need to pick between two wigs. The agony. ;__; My cute multi-colored bob or my red Stevie Nicks curly one? | Mixed | Safe | User Added |
| I need to jump in the shop on fritag for 72 beers, hate looking like 20 odd.. I need to get 120 fags tae, going to look like a junkie | Mixed | Abusive | User Added |
| I need to chat with @SpaceJam_Teeg . Where dat nicca at? Lol | Mixed | Hate Speech | 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