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
He never replied to my asking about his calling me a "redneck" @gigg423 @psherm07 @EchoesErrant @jstines3 Mixed Safe User Added
He needs too! We win titles when he smacks hoes! RT @mnymknmich: Big Ben gone smack "another" hoe after this lost 😂😂😂 sorry @VonshayeB Mixed Abusive User Added
He may be the President but that doesn't necessarily mean he's in the sole position of power in regard to making such decisions. Mixed Safe User Added
He lucky he got a bitch that knows how to cook && clean & wash everything Mixed Abusive User Added
He is really on my line singing negro spirituals..!! Mixed Abusive User Added
He hit me with " if I tell you who I'm fucking you can't say shit bitch, but her head game on point " #RNS Mixed Abusive User Added
He has hickeys on him an its like yeah bitches that's mine and he's like not even trying to hide them. Makes me feel good about life. Mixed Abusive User Added
He got hoes for sell! Shop with him! #lmfao #TrekGang http://t.co/iuCM6OEVy3 Mixed Abusive User Added
He got a cousin named jason that rock da Gary Payton....now da same triflin' bitches an HIV patient Mixed Abusive User Added
He got Channing Tatum as his bitch,I'm out Mixed Abusive User Added
He gets this bratty attitude from Brittany .... and its for the birds. Mixed Safe User Added
He don't even follow his 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