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
I am not your side bitch no more. Mixed Abusive User Added
I am legend in this bitch Mixed Abusive User Added
I am hungrier den a bitch Mixed Abusive User Added
I am for equality in the law for all people white black red yellow and blue. Homo's Hetero's well I draw the line... http://t.co/UGZyRtkAbw Mixed Abusive User Added
I am extremely sad to have to admit that some of the best 21st century Arabic rhymes have been written by Jihadis Mixed Safe User Added
I am currently using a yellow marker that is literally called 'Spanish Orange' for this drawing of @Wikiparaz ; absolute perfection. Mixed Safe User Added
I am a celestial body hello http://t.co/yKDRM9Ax69 Mixed Safe User Added
I am a Yankee by birth, and lived much of my life in north. I see no diff in level of racism @frendafox @melinwy @NoahCRothman Mixed Safe User Added
I always wanted a bull dog them hoes clean fuck a pit Mixed Abusive User Added
I always soprised dat I has mo while followers den colored Mixed Safe User Added
I always love when @kathy_doermer and I vent about bitches 👌 Mixed Abusive User Added
I always look like such a bitch 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