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
@big_business_ lmao dog just type them out and let them faggots try to decipher it. Mixed Abusive User Added
@bigDickdoane positive thoughts nig nog 😊 Mixed Abusive User Added
@betysweetcocker that's white woman pussy Mixed Abusive User Added
@beth4158 no steak here either. No hurry on brownies. Just that picture u posted made me all but drool on my phone. :) Mixed Safe User Added
@bestassbestface omg ur finally losing ur patience. "Cause ur a hoe!" I love it. 😂😂 can't stop laughing. Mixed Abusive User Added
@bernadettvajda they always put gingers in red, yellow, or leopard print. Mixed Abusive User Added
@benshapiro just more #teabagger babel. these are the same fucks that masturbated to @TimTebow - they just HATE it when gays r successful. Mixed Abusive User Added
@bellaangeletti ur a fag Mixed Hate Speech User Added
@bellaangeletti no ud still be a fag if I was lolz Mixed Hate Speech User Added
@beesands10 But that's what you call white trash with money!!!!! Mixed Hate Speech User Added
@beepbeepamanda Today was Talk Like A Pirate Day, and absolutely NOBODY knew Id been doing a Charlie Morton impersonation all day. Mixed Safe User Added
@beenlame @FuckTraVonn faggot 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