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 hate when people tweef and then delete the tweets. like yalls some hoes for that . I'm trying to read them | Mixed | Abusive | User Added |
| I hate when people tell me I have to many tattoos, and they make me look ugly. Like bitch fuck you | Mixed | Hate Speech | User Added |
| I hate when people organize plans and you end up reaching the destination before them...bitch don't ask me if I'm here | Mixed | Abusive | User Added |
| I hate when people just randomly stop talking to you like give me a reason bitch | Mixed | Abusive | User Added |
| I hate when people have terrible coping skills and complain too much. Oh your mom died? How about you stop being a pussy. | Mixed | Abusive | User Added |
| I hate when people call me "mate". Were not in England you fucking twat | Mixed | Abusive | User Added |
| I hate when people ask if I shoot up!! I don't need that pussy shit to be bigger than you unswole niggas👋 | Mixed | Abusive | User Added |
| I hate when niggas come up to me and tell me they got this bitch off twitter or got her and it be a bitch I fuc wit lol smh | Mixed | Abusive | User Added |
| I hate when my best friend gets a new bitch and barely chills with me | Mixed | Abusive | User Added |
| I hate when i see a cold hoe tryna kick knowledge | Mixed | Abusive | User Added |
| I hate when hoes tweet about "hoes"...? Okay, that aint hypocritical | Mixed | Abusive | User Added |
| I hate when hoes try to play the wifey roll | 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