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
Comin from a fat bitch Mixed Abusive User Added
Come thru Keyshia you queen of THOTs bitch!! Mixed Abusive User Added
Come out her pussy and go in her ass come out her ass and go in her mouth Mixed Abusive User Added
Come on nd get that chicken niggers love dat chicken from popeyes http://t.co/YjFh2HaVav Mixed Hate Speech User Added
Come on man RT @BasedLaRock: Oreo needs to chill 🚮RT @TheDonDrew: You know about these @PremiumPete? good or nah? http://t.co/Mw9QXG3vFW Mixed Safe User Added
Come on Tank, break dem hoes backs! Mixed Abusive User Added
Come home from work to Bridesmaids, Twinkies and a bottle of wine #bestroommateever @TheFaithAnne Mixed Safe User Added
Come her lil bitch I want that sloppy toppy Mixed Abusive User Added
Come get this catfish pussy Mixed Abusive User Added
Come for the brothas and other MOC about culture differences like... bitch plz Mixed Abusive User Added
Come back hoe @kati_dupree843 http://t.co/1UPxvDJJNa Mixed Abusive User Added
Comcast stop being twat and actually work thanks 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