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
Whoops bought snuggly hideous fuzzy boots because it's cold as balls all of a sudden Mixed Safe User Added
Whoooooaaa no chill savage “@CantBeLocal: Here monkey monkey http://t.co/wmZ8s3j6iG” Mixed Safe User Added
Whoo? A new attraction in Virginia City, birds of prey. Meet this owl famous for his role in Harry Potter. http://t.co/1NFSh5sCcR Mixed Safe User Added
Whole time your bitch on the phone moaning in me and my bitch ear though.. Mixed Abusive User Added
Whoever mocks the poor insults his Maker; he who is glad at calamity will not go unpunished. http://t.co/P7zwAoXi4l Mixed Safe User Added
Whoever made these brownies and cookies belongs in heaven Mixed Safe User Added
Whoever jumps in on a 1on1 is a bitch. Mixed Abusive User Added
Whoever had Mr. Ramlogan for UWI business law tho? Racist mudda cunt Mixed Hate Speech User Added
Whoever came up with that " I don't have no ex's " sayin must've been a hoe Mixed Abusive User Added
Who's ready for nigger spam? Mixed Abusive User Added
Who's got the baddest pussy on the planet Mixed Abusive User Added
Who's baby is dat who's da man dat did dat 2 u Gator's bitches best be using jimmys 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