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
Sweet Jesus #morningjoe are you going to split screen Rep James Clyburn & Charlie Daniels at the same time? #morningjoe Mixed Safe User Added
Swear to god man niggas talk more than bitches these days Mixed Abusive User Added
Swap meet bound #beaner Mixed Safe User Added
Swag killed the bitch like Columbine Mixed Abusive User Added
Swag fags who gags lml nd y'all Niggaz wanna ce swagged up foh I'm Gxxd I'll stay g'd up http://t.co/G8NRVdmXQh Mixed Abusive User Added
Swag bitch #gratata http://t.co/aGswEopebp Mixed Abusive User Added
Suzan are you really going to make me get off this sofa to find some damn silverware, by golly you old bitch. Mixed Abusive User Added
Surrender of Divinity - Conquerors of the Apocalypse: http://t.co/9Qv5RsY1p3 via @youtube >Oriental Black Metal Hell!! Mixed Safe User Added
Surprise, surprise! TSA trashes Brandon Darby's Border Patrol sources http://t.co/EtDKzFrRzK Mixed Safe User Added
Surprise bitch 😎 Mixed Abusive User Added
Sure wish my nose would stop dripping.....this sick shit is for the birds Mixed Abusive User Added
Sure I got a nice car, a 60 inch tv, stainless steel appliances in my apartment and a few thousand twitter followers but I ain't got no hoes 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