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 just wish some females would look in the mirror b4 they hop on social networks & talk down on hoes. Mixed Abusive User Added
I just wish I had a girlfriend to come home to after a long night of fuckin wit bitches in the club Mixed Abusive User Added
I just whipped up these #homemade #pickled #eggs while home being a cripple... Made with #garlic… http://t.co/0xKFnW3luF Mixed Safe User Added
I just want vanilla Oreos Mixed Safe User Added
I just want to punch you in the throat when you get my order wrong stupid bitch at sonic Mixed Hate Speech User Added
I just want to beat the fuck out of everyone that stares at me like bitch STAHP Mixed Abusive User Added
I just want the bad hoes and I wanna reach the children Mixed Abusive User Added
I just want some Oreos & milk honestly. Just stop by the store & pick up some on your way back lol Mixed Safe User Added
I just want a girl that'll be a hoe for me that's all Mixed Abusive User Added
I just wanna travel the world with my bitches 😩 Mixed Abusive User Added
I just wanna touch da bitch, fuck da bitch, Like a bud don't trust the bitch. Mixed Abusive User Added
I just wanna slit this mf throat Mixed Hate Speech 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