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
When you hear ya homie with no hoes lying https://t.co/MpHQak2QEg Mixed Abusive User Added
When you have everything they want & you're doing everything they can't, bitches are going to talk shit. Don't let them stop your shine Mixed Abusive User Added
When you gotta boomin ass voice all you have to do is look at bitches and scream NOW. Den ya in da pussy Mixed Abusive User Added
When you give somebody that "bitch" look Mixed Abusive User Added
When you colored every day is Sunday Mixed Safe User Added
When you catch yo bitch sending nudes to another nigga... Mixed Abusive User Added
When you ain't had pussy in a hot minute... http://t.co/tP05IA7JbX Mixed Abusive User Added
When women are so proud that they don't like to cook & clean bitch stop being lazy.. It's not cute Mixed Abusive User Added
When will Joe stop telling PBO how to do his job? You couldn't even keep a job in #teabagger Florida. #morningjoe Mixed Safe User Added
When was a hoe ever supposed to be loyal. I mean it wouldnt make em a hoe they'd be another housewife Mixed Abusive User Added
When u see that bitch in 5 months like" yea im having a boy ! " bitch u was twerking on dicc on vday #weknow Mixed Abusive User Added
When u hitting it from the back u gotta call her "bitch" they love that but don't u dare call em "slut" 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