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 wish a bitch would Mixed Abusive User Added
I wish a bitch COULD Mixed Abusive User Added
I wish Young Thug made past me the hookah and kept garbage ass tyga out that bitch Mixed Abusive User Added
I wish Tinder would quit showing me all these broads with that retarded L gesture. They're not smart enough to procreate with me. #BBN Mixed Abusive User Added
I wish I would argue with a nigga or a bitch imma just laugh at ya ass Mixed Abusive User Added
I wish I smoked so I could hit more smoker loser hoes Mixed Abusive User Added
I wish I never met that bitch bro on god Mixed Abusive User Added
I wish I had a reason to buy a suit for a wedding but clearly bitches dont know what those are. Mixed Abusive User Added
I wish I could punch the 14 year old me for being such a thirsty bitch Mixed Abusive User Added
I wish I could mute Rice Krispies, but instead them bitches "Snap Crackling & Popping..ain't that some shit. Mixed Abusive User Added
I wish I could go to dat bitch rt Mixed Abusive User Added
I wish @joederosacomedy didnt block me long ago for calling him a pussy so I could call him a pussy again and get blocked a second time. 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