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
Grusty hoe Mixed Abusive User Added
Grr... Woke up ickblah. Congestion ew chunky bloaty gross. Missed the gym. 1 1/2hr wait for the Dr. Boo Friday. #whineytweet Mixed Safe User Added
Grow up bitch Mixed Abusive User Added
Grow up “@jcastrosieira: RT“@CirocBwoy_: just because a nigga has hoes doesn't mean he doesn't love you” http://t.co/kkdH6DtlFL” Mixed Abusive User Added
Gresham Road Soldier BoulderCrest Soldier and I told my bitch to quit me cause I'm never gone propose… http://t.co/fvOjGH6bP8 Mixed Abusive User Added
Greinke you sneaky son of a bitch you Mixed Abusive User Added
Green grass and tree trash. http://t.co/SO9C7g3FQ5 Mixed Safe User Added
Great lead battle and then Ricky hits Danica for a yellow. Oh boy. #NASCAR Mixed Safe User Added
Grats to Haye, still a bitch though Mixed Abusive User Added
Grant bitches more than a 14 year old white bitch Mixed Abusive User Added
Grandma: "(Macon) is a rinky dink mosquito-filled cop-infested swamp." LMAO Mixed Safe User Added
Grandma's Homemade Potato Soup - An old fashioned, simple, chunky potato soup like Grandma made, wit http://t.co/ZV8ZsmHNlm 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