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
you look like AC Green...bitch don't call here anymore... Mixed Abusive User Added
you lil dumb ass bitch, i ain't fuckin wit chu!.. i got a million, trillion things i'd rather fuckin' do.. than to be fuckin witchu. Mixed Abusive User Added
you know what your doing when you favorite a tweet, tryna cheat ass bitch haha Mixed Abusive User Added
you know what they say, the early bird gets the worm. *puts gummy worms in your morning coffee* Mixed Safe User Added
you just want some attention hoe Mixed Abusive User Added
you hoe spice Mixed Abusive User Added
you gotta understand that these bitches are childish Mixed Abusive User Added
you gotta be a new breed of retarded if you do that. http://t.co/PeinRwsZzq Mixed Abusive User Added
you got niggas, and i got bitches. Mixed Abusive User Added
you fake niggah lolol Mixed Abusive User Added
you drove me redneck crazy Mixed Abusive User Added
you can't cuff a hoe lmao 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