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 can hear birds outside!!! Mixed Safe User Added
I can guarantee that 9 out of 10 of y'all's bitches follow me. Mixed Abusive User Added
I can fuck yo bitch and you can't Mixed Abusive User Added
I can be very vengeful. Don't be a cunt. Mixed Abusive User Added
I can be a bitch and I'm fine with that😌 Mixed Abusive User Added
I called. In to work n bitch said they might not want me to go back Mixed Abusive User Added
I called at least 20 times to make my hair appointment and these bitches don't pick -.- guess I have to stop in to make an appointment #Grrr Mixed Abusive User Added
I broke baby outta his thug stage n turned him into a pussy 😂 , it was hard but I did it 💁😙 now he show more feelings than a lit bit Mixed Abusive User Added
I bought hummus and broccoli. I just need snacks and shit. RT @Omgitstamz: i need to buy crackers and shit Mixed Abusive User Added
I bought him a Sumblime shirt for his birthday too 😔 I kinda wanna be a cunt and ask for it back lol #IndianGiver Mixed Abusive User Added
I bought a 357 and went back to the neighborhood and busted that bitch! Mixed Abusive User Added
I bitch can tell that I'm addicted to pussy she lookin pass it Mixed Abusive User Added

Add Local Phrase

Batch Import CSV

CSV Only

Upload 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