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
Just touch down in Jamaica tryna smoke two acres . Send a nigguh to his makerr Mixed Abusive User Added
Just to get u mad go on your search bar on here and search up "stupid niggers" & hop on somebodys head then mention me lol @stonethegreat23 Mixed Hate Speech User Added
Just tied my right shoe while driving on the freeway if that ain't swag bitch then I don't know what is Mixed Abusive User Added
Just straight like that. No chaser. And the bitch was a SOLID FIVE ON HER WEDDING DAY MY NIGGA. Mixed Abusive User Added
Just straight ignorant bitches #WhereTheyHeadsAt Mixed Abusive User Added
Just stopped by the line up room @BeaLack still look like a doo wop singer. Mixed Safe User Added
Just stop being a hoe God dammit bitch it ain't that hard Mixed Abusive User Added
Just started my upgrade for the level 2 dark elixer drill! 1,500,000 elixer. That was a bitch to get. Mixed Abusive User Added
Just start blocking dissenters, you coward pussy. RT@joederosacomedy Patiently awaiting a drop in my Twitter followers. Nothing yet.Oh well. Mixed Abusive User Added
Just spoke w/ @HispanicLinkNS legend, mentor Charlie Ericksen. Great to catch up w/ those who helped open doors for Latino journos #thankful Mixed Safe User Added
Just smoked a whole 8th of that Reserve, thanks to my niggah @BlakkHoodie_562 Mixed Abusive User Added
Just smile, bitches love smiling :D 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