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
Today's Spy Ops : ( Sexy smooth soles. They would feel good on shaft and balls. Love the grass stains On the other ) http://t.co/J0kceJQd0j Mixed Abusive User Added
Today was just joints on joints on joints of some Reserve wit my niggah @BlakkHoodie_562 #SmokinDrankin Mixed Abusive User Added
Today is fun but tuesday will be awesome. #IU v #michiganst #1UBB #hoosiers Mixed Safe User Added
Today is GAMEDAY! #iubb i need #iu to win so my jersey can arrive! #HoosierNation #hoosiers Mixed Safe User Added
Today has been a bitch!!! I hit myself in the face with a branch!! I lost like 5 pounds of water weight!! And I'm sunburnt !! Thank you Mixed Abusive User Added
Today I heard my boss say "motherfucker, bitch" like it was so funny bc she has an Asian accent Mixed Abusive User Added
To the senior class: there will be Oreo funfetti bars in the den this morning 😚 Mixed Safe User Added
To many niggas and not enough hoes and most of you niggas acting like hoes Mixed Abusive User Added
To many dumb hoes in milwaukee Mixed Abusive User Added
To be clear, I don't think there's any chance Krug leaves for Russia. But it's fun to mock the speculation. Mixed Safe User Added
To a hood bitch Gucci voice is euphoric Mixed Abusive User Added
Tl blew up hoes on waka dick. #turndown he ain't follin y'all hoes#bow 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