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
@CassiusClay_232 Lebron brought the bitch down to his knees chill Mixed Abusive User Added
@CassiusClay_232 I know bro nigga seen a 7'1 African playing Guard and was handling the hoe Mixed Abusive User Added
@Cashhaddict Damn i wanted to buy that bitch that shit was tough Mixed Abusive User Added
@Carxlito PS3 and case is still in the trash can. idgaf anymore Mixed Safe User Added
@Caroline_Poe haha i dont remember following you but ok? Get your pannies out of of bunch cunt Mixed Abusive User Added
@Caroline_Poe bitch im 17? And i didnt follow you..? Hahaha Mixed Abusive User Added
@CarlavanderWaal @Jaymaroley & als je over Syrie tweet, volg @Partisangirl maar, zij komt er vandaan & zal je precies uitleggen hoe of wat. Mixed Safe User Added
@CarlaFinch What can I say, Im a stubborn son of a bitch. Mixed Abusive User Added
@CarelessOne92 you styl gotta get dem tweets off my nig Mixed Hate Speech User Added
@CarelessOne92 weeknd make muzik for the hoes b, im tryna meet these women he be talkin bout Mixed Abusive User Added
@CarelessOne92 weeknd dont save hoes b, idunno bout Drake Mixed Abusive User Added
@CarelessOne92 he a real nigga tho, that bitch know her place 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