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
@KellenDaniel along with the French blue and Buggs bunny VIIs, and the Oreo IVs. @LaJethroJenkins Mixed Safe User Added
@KeiveeB yellow shirt hat turnt to da side Mixed Safe User Added
@KeiveeB shut up bitch it ainn complete witout Money Melle n it Mixed Abusive User Added
@KeithOlbermann I feel the same way about the bigotry and racism of using the word "redskins". Mixed Safe User Added
@Keim_Hefner lmaooo hell naw nigga you must was playing school of blind and cripple Mixed Abusive User Added
@KeenoKlutch im on that hoe now Mixed Abusive User Added
@KeebitHalal @LogansWarning gotta love it when the islamofascist cow tries to make a retort about age, typical muzzie idiocy Mixed Hate Speech User Added
@KebinBlodgett bitch your yuck Mixed Abusive User Added
@KazAtta your welcome my nig #salute Mixed Abusive User Added
@KazAtta why is he stressin himself this nig can be livin lik meech before he went to prison Mixed Abusive User Added
@KazAtta if yo girl let them in, she a hoe...she belong to the world, why u cuffing her Mixed Abusive User Added
@KazAtta he jus need to go to brazil get himself a bad brazilian bitch and jus relax 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