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
The club don't never get old to some of y'all hoes though. Mixed Abusive User Added
The clips hang down to the dick.. That's a automatic shotty from a drum they call tommy, guarantee to get you bitches from by me Mixed Abusive User Added
The city used to have HOES.Now them bitches look sick. Mixed Abusive User Added
The chinks really hunting their food... RT @WWLTV: Dog shot with arrow in N.O. East- http://t.co/q1KqT6STwl Mixed Hate Speech User Added
The browns schedule for the first half of the year is literally retarded easy. Mixed Abusive User Added
The brownies I just made are a sin Mixed Safe User Added
The boy who shot albino deer http://t.co/D4XajBEIb1 Mixed Safe User Added
The blacks in #California are typical niggers. Mixed Hate Speech User Added
The bitches behind me are so annoying Mixed Abusive User Added
The bitches are back http://t.co/3fpjQJvjUh Mixed Abusive User Added
The bitches act like they don't be in the club with they ass all out in too little ass skirts & shorts giving em yeast infections n shit. Mixed Abusive User Added
The bitch who shot CJ is going upstate 👏👏🙌🙌🙏🙏 now he can RIP 👼 http://t.co/ualjxaPMKJ 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