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
i got some retarded ass friends, but i love em tho they make my life nicer. Mixed Abusive User Added
i got 3 in a 24 ounce bitch Mixed Abusive User Added
i get what that girls point seems to be but colored people died during the holocaust and 9/11. ((if that's a picture of the holocaust idk)) Mixed Safe User Added
i find it funny when fags write "looking for bf" on a grindr ap. LOL thats a fucking ap dumbass. Mixed Hate Speech User Added
i dont think women should wear flesh tone colored pants... lol Mixed Safe User Added
i dont shit talk, i chip talk, dese niggaz jus bitch talk, dese niggaz jus chik stalk, naw i aint got no chik... http://t.co/x6yLjemN Mixed Abusive User Added
i can be a sweetheart honestly, but being a bitch is my specialty Mixed Abusive User Added
i bet yo bitch try n slide once i let my hair down Mixed Abusive User Added
i been fucked that hoe she a nobody Mixed Abusive User Added
i am one of those people who needs reassurance so damn often, that i'm not the ugliest bitch in the world. Mixed Abusive User Added
i aint worried about a nigga takin my bitch. Mixed Abusive User Added
hurt ass how ah whole nigga hate on a bitch ???? tf 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