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
Hazlenut coffee and graham crackers every morning 😍🙌💘 Mixed Safe User Added
Hazel e looks like a bird... Her and kaep prolly related by nose and shit Mixed Abusive User Added
Hayfever is a cunt Mixed Abusive User Added
Having spent the whole of catching fire telling the bitch next to me to put her phone away, I am now battling the masses so I can buy milk Mixed Abusive User Added
Having sex with a guy wont keep him around for you dumb hoes who think that. Theres plenty pussy. Just gotta have a guy who wont give in Mixed Abusive User Added
Having hoes not cool, That one will be better than all them thots Mixed Abusive User Added
Having a bitch come in handy during times like this 😕 Mixed Abusive User Added
Having a bitch ain't goofy. Having bitch dat ain't loyal is Mixed Abusive User Added
Having a 'new boyfriend' every month doesn't mean you're gorgeous.... It means you're easy, and retarded. Mixed Abusive User Added
Having "them hoes" gets old, well it has gotten old already. Mixed Abusive User Added
Haven't talked to my bitch in a while lol. @RynoLewis Mixed Abusive User Added
Have you noticed all the ghetto people naming their kids after cars? Mercedes… Lexus… Repossessed. Mixed Safe 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