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
@kieffer_jason bitch get the fuck off my tl what u mean Mixed Abusive User Added
@kieffer_jason bitch didn't we just discuss this shit yesterday what time faget Mixed Abusive User Added
@kieffer_jason bitch cause u wanted to fight and you didn't show up, and tryna make a bet and shit get yo friendly ass off My Twitter Mixed Abusive User Added
@kieffer_jason bitch am not your fam and wtf is skrong, who says shit like that get your wack ass off my page lamo Mixed Abusive User Added
@kieffer_jason bitch am not I really don't fucking like you. why the fuck are you even talking to me ? Mixed Abusive User Added
@kieffer_jason bitch I have a phone stfu talking don't worry about me just make sure you show up Mixed Abusive User Added
@kieffer_jason bitch I don't wanna talk, I wanna fight your pussy ass Mixed Abusive User Added
@kieffer_jason and you got that pussy in your bllod Mixed Abusive User Added
@kieffer_jason and why would I care what a bitch ass nigga think and u don't understand how fucking scary u look Mixed Abusive User Added
@kieffer_jason and who said I didn't like myself where the fuck u got shit from u made that up stfu and stop assuming and bitch am not ugly. Mixed Abusive User Added
@kieffer_jason and stop being a bitch made nigga and man up and show up for that ass whooping Mixed Abusive User Added
@kieffer_jason am going to hurt more then your bitch ass feelings 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