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
@BroadwayMensa hoes not women, like to be the center of attention Mixed Abusive User Added
@Brizgotti These new nigga hipster hypebeasts love all these faggot ass bright colors and Nike keeps giving them what they want smh Mixed Hate Speech User Added
@Briscoefunnyguy lol he still a lil bitch Mixed Abusive User Added
@Briscoefunnyguy @_KaeeJones da fuck that hoe look sad Mixed Abusive User Added
@Briscoefunnyguy @_KaeeJones I gotta see that hoe in person cause I'm sleeping on that hoe for now Mixed Abusive User Added
@Brice2254 Fuck you, faggot. Mixed Hate Speech User Added
@Briccone79 @pvvrivierenland ja moest van plisie niet meteen wild gaan denken.Juistja,willen wel meer mensen mij vertellen hoe k moet denken Mixed Safe User Added
@BriannaLovesA my trick is I wait for the bird to get close to the pipe and then tap the screen! So you never hit your head. Mixed Safe User Added
@Briana_Rashae I'd like to rape the bitch that posted that. Mixed Hate Speech User Added
@BretVonDehl YOUNOW is a fucking bitch... Shit load of hate on there when I did my first broadcast Mixed Abusive User Added
@BretVonDehl Damn you bitch you never answer me anymore... LMAO JK ILY! Anyway glad of your first show, be safe when going to the next one Mixed Abusive User Added
@BretVonDehl @com_lowery Can I beat this bitch up?? Seriously....what a 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