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
@Brenddan_ wow!!! Are you comin back up here? 😂😂😂😂 they some bitch niggas Mixed Hate Speech User Added
@Brenddan_ they said some bullshit. Damn niggers Mixed Hate Speech User Added
@BrendanSchaub @TimTebow ugh your with Tebow? You're officially a fag now and in followed. Mixed Abusive User Added
@BrendaGisselCA then what the hell are the perks of being your hoe? This is some bullshit Mixed Abusive User Added
@BrendaGisselCA that you got hoes damn Mixed Abusive User Added
@BrendaGisselCA I'm not Mexican enough for the real beaners yet too Mexican for the Americanized beaners :( Mixed Abusive User Added
@BrenJJGMom @hweldon Well...how about those Yankees this year? What a run. #wtfiswrongwithnebraska Mixed Safe User Added
@Brelston I realized it's the one on Link's Awakening too, so you killed two birds with one stone. Unless you're getting the Wind Fish too. Mixed Safe User Added
@BreezyPetey at least he went up and wasn't a bitch Mixed Abusive User Added
@BreesInDaCut you got some hoes here yet? Mixed Abusive User Added
@BreeOlson @Gingerbeard66 your a nasty nigger whore Mixed Hate Speech User Added
@BreadTruckkBri I know I was playing that hoe start on the 20 tho 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