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
That hoe beefing over tunchi chillllll ouutttt Mixed Abusive User Added
That hoe ask what time it is it's 10:17 Mixed Abusive User Added
That ho went from darkskinned to mulatto RT @FunnyJulius: This fucked me up http://t.co/8tzvBBzXa1 Mixed Abusive User Added
That hate shit dont mean nothing bitch im feeling myself http://t.co/idmcA55SiD Mixed Abusive User Added
That fucking slutty beaner Mixed Hate Speech User Added
That front flip was trash. That's how I front flip into the swimming pool and land on my back every time. Mixed Safe User Added
That fat bitch that's always on the phone just walked in 👊👊✂️✂️ @TibaBurger Mixed Abusive User Added
That dumb black bitch that was getting the cards for the picture made me so fucking mad she ruined my day 😡😡👊🔪💣 Mixed Hate Speech User Added
That dude from Chicago w/ the fuzzy mustache and bangs, Johnny Love, he's whack. #memoriesofidots Mixed Safe User Added
That dude RENT ain't no punk-bitch either. Mixed Abusive User Added
That depression shit trash. Mixed Abusive User Added
That damn lispy mouth bitch knows.good in hell well Tara wasn't a damn roommate! Damn rocks for brains man! Lol 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