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
@darealwalt_jr he see the jig Mixed Safe User Added
@dappermuke I stick up for my fam. don't disrespect the pouch my nigguh. and awe ily2 http://t.co/tuQ0uAd8bK Mixed Abusive User Added
@danusaur @GoldenArmada_ we don't love these hoes Mixed Abusive User Added
@dantoomey2 you fat Irish fucking cunt, I honestly hope you choke to death in a pool of your own Jameson induced vomit Mixed Abusive User Added
@dantoomey2 fuck you faggot Mixed Hate Speech User Added
@dantoomey2 forgot someone niglet Mixed Abusive User Added
@danram70 pussy. It's science. Donaire via Rachel spelling error Mixed Safe User Added
@danram70 @Buflo_dolla ....so ur a fag? Mixed Abusive User Added
@dannycatsteve because it's fucking retarded? Mixed Abusive User Added
@danikawillow don't be a pussy. Also there is beer AND FREE PIZZA HERE. I SWEAR Mixed Abusive User Added
@danifreshh some weird local ghetto school haha Mixed Safe User Added
@daniellesayswha hoe 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